import pandas as pd
import numpy as np
from pathlib import Path

# ===== Load Data =====
folder_path = Path("data")  # Make sure there's a 'data/' folder next to this script

building_years = []
for year in range(2015, 2020):
    df = pd.read_csv(folder_path / f'building_details_{year}.csv')  # FIXED
    df['year'] = year
    building_years.append(df)

building_all = pd.concat(building_years, ignore_index=True)
building_all = building_all.drop_duplicates(subset=['acct', 'year'], keep='first')
pivoted = building_all.pivot(index='acct', columns='year')
pivoted.columns = [f'{col}_{year}' for col, year in pivoted.columns]
pivoted = pivoted.reset_index()

train = pd.read_csv(folder_path / 'assessment_history_train.csv')  # FIXED
test = pd.read_csv(folder_path / 'assessment_history_test.csv')    # FIXED

train_merged = train.merge(pivoted, on='acct', how='left')
test_merged = test.merge(pivoted, on='acct', how='left')

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2274541461.py:18: DtypeWarning: Columns (14) have mixed types. Specify dtype option on import or set low_memory=False.
  df = pd.read_csv(folder_path + f'building_details_{year}.csv')
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2274541461.py:30: DtypeWarning: Columns (21,23,25,27) have mixed types. Specify dtype option on import or set low_memory=False.
  test = pd.read_csv(folder_path + 'assessment_history_test.csv')

# Step 1: Identify all '2019' columns in train
train_2019_cols = [col for col in train_merged.columns if '2019' in col]

# Step 2: Find which 2019 columns are missing in test
train_only_2019_cols = [col for col in train_2019_cols if col not in test_merged.columns]

# Step 3: Always drop 'protested_2019' due to leakage risk
train_only_2019_cols.append('protested_2019')

# Step 4: Drop the identified columns from train
train_merged = train_merged.drop(columns=train_only_2019_cols, errors='ignore')

# Step 5: Optional logging
print(f" Dropped {len(train_only_2019_cols)} columns from train (including protested_2019 if present):")
print(train_only_2019_cols)

✅ Dropped 4 columns from train (including protested_2019 if present):
['building_value_2019', 'land_value_2019', 'assessed_2019', 'protested_2019']

for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'protested_2019' in df.columns:
        df.drop(columns='protested_2019', inplace=True)
        print(f" Dropped 'protested_2019' from {df_name}")
    else:
        print(f" 'protested_2019' not found in {df_name}")

ℹ️ 'protested_2019' not found in train_merged
✅ Dropped 'protested_2019' from test_merged

## Get all '2019' columns in train and test
train_2019_cols = sorted([col for col in train_merged.columns if '2019' in col])
test_2019_cols = sorted([col for col in test_merged.columns if '2019' in col])

# Print train columns
print(" 2019 Columns in train_merged:")
for col in train_2019_cols:
    print(f" - {col}")

print("\n 2019 Columns in test_merged:")
for col in test_2019_cols:
    print(f" - {col}")

📘 2019 Columns in train_merged:
 - bedrooms_2019
 - building_area_2019
 - building_condition_2019
 - deck_area_2019
 - elevator_2019
 - exterior_walls_2019
 - fireplaces_2019
 - floor_area_lower_2019
 - floor_area_primary_2019
 - floor_area_upper_2019
 - floors_2019
 - foundation_type_2019
 - full_bath_2019
 - garage_area_2019
 - grade_2019
 - half_bath_2019
 - has_cooling_2019
 - has_heat_2019
 - land_area_2019
 - mobile_home_area_2019
 - physical_condition_2019
 - porch_area_2019
 - quality_2019
 - quality_description_2019
 - total_rooms_2019
 - year_built_2019
 - year_remodeled_2019

📙 2019 Columns in test_merged:
 - bedrooms_2019
 - building_area_2019
 - building_condition_2019
 - deck_area_2019
 - elevator_2019
 - exterior_walls_2019
 - fireplaces_2019
 - floor_area_lower_2019
 - floor_area_primary_2019
 - floor_area_upper_2019
 - floors_2019
 - foundation_type_2019
 - full_bath_2019
 - garage_area_2019
 - grade_2019
 - half_bath_2019
 - has_cooling_2019
 - has_heat_2019
 - land_area_2019
 - mobile_home_area_2019
 - physical_condition_2019
 - porch_area_2019
 - quality_2019
 - quality_description_2019
 - total_rooms_2019
 - year_built_2019
 - year_remodeled_2019

# Compare sets
train_only_2019 = sorted(list(set(train_2019_cols) - set(test_2019_cols)))
test_only_2019 = sorted(list(set(test_2019_cols) - set(train_2019_cols)))

# Print comparison result
if not train_only_2019 and not test_only_2019:
    print("\n All 2019 columns match between train_merged and test_merged.")
else:
    print("\n Mismatched 2019 columns found:")

    if train_only_2019:
        print(" In train_merged but not in test_merged:")
        for col in train_only_2019:
            print(f"   - {col}")

    if test_only_2019:
        print(" In test_merged but not in train_merged:")
        for col in test_only_2019:
            print(f"   - {col}")

✅ All 2019 columns match between train_merged and test_merged.

# Step 1: Store target separately
y_train = train_merged["TARGET"].values

# Step 4: Confirm sizes
print(f"Train shape: {train.shape}")
print(f"Test shape: {test.shape}")

Train shape: (628287, 37)
Test shape: (418858, 33)

# Calculate % of missing values in each column of TRAIN only
train_na = (train_merged.isnull().sum() / train_merged.shape[0]) * 100

# Drop columns with no missing values, sort the rest
train_na = train_na[train_na > 0].sort_values(ascending=False)

# Optional: Show top 200 missing features
missing_data = pd.DataFrame({'Missing Ratio (%)': train_na})

# Display
print("Top columns with missing data (based on training set only):")
missing_data.head(20)

Top columns with missing data (based on training set only):

	Missing Ratio (%)
building_area_2015	5.954126
land_value_2015	5.954126
land_area_2015	5.954126
protested_2015	5.954126
assessed_2015	5.954126
building_value_2015	5.954126
quality_2015	5.742280
quality_description_2015	5.742280
year_built_2015	5.742280
year_remodeled_2015	5.742280
building_condition_2015	5.566405
has_cooling_2015	5.566405
has_heat_2015	5.566405
physical_condition_2015	5.566405
foundation_type_2015	5.566246
exterior_walls_2015	5.566246
grade_2015	5.566087
floors_2015	5.391485
elevator_2015	5.391485
fireplaces_2015	5.391485

def create_floor_area_totals(df, years):
    for y in years:
        primary_col = f'floor_area_primary_{y}'
        upper_col   = f'floor_area_upper_{y}'
        lower_col   = f'floor_area_lower_{y}'
        total_col   = f'floor_area_total_{y}'

        if all(col in df.columns for col in [primary_col, upper_col, lower_col]):
            df[total_col] = (
                df[primary_col].fillna(0) +
                df[upper_col].fillna(0) +
                df[lower_col].fillna(0)
            )
            print(f" Created: {total_col}")
        else:
            print(f" Skipping {total_col} — one or more components missing.")
    return df

# Apply for years 2015–2019
years = ['2015', '2016', '2017', '2018', '2019']
train_merged = create_floor_area_totals(train_merged, years)
test_merged = create_floor_area_totals(test_merged, years)

✅ Created: floor_area_total_2015
✅ Created: floor_area_total_2016
✅ Created: floor_area_total_2017
✅ Created: floor_area_total_2018
✅ Created: floor_area_total_2019
✅ Created: floor_area_total_2015
✅ Created: floor_area_total_2016
✅ Created: floor_area_total_2017
✅ Created: floor_area_total_2018
✅ Created: floor_area_total_2019

zero_pct = (train_merged['mobile_home_area_2015'] == 0).mean() * 100
print(f" mobile_home_area_2015 is 0 in {zero_pct:.2f}% of training rows")

📊 mobile_home_area_2015 is 0 in 94.42% of training rows

cols_to_drop = [col for col in train_merged.columns if col.startswith("mobile_home_area")]

# Drop from both sets
train_merged.drop(columns=cols_to_drop, inplace=True, errors='ignore')
test_merged.drop(columns=cols_to_drop, inplace=True, errors='ignore')

print(f" Dropped columns from train/test: {cols_to_drop}")

🗑️ Dropped columns from train/test: ['mobile_home_area_2015', 'mobile_home_area_2016', 'mobile_home_area_2017', 'mobile_home_area_2018', 'mobile_home_area_2019']

zero_pct = (train_merged['deck_area_2015'] == 0).mean() * 100
print(f" deck_area_2015 is 0 in {zero_pct:.2f}% of training rows")

📊 deck_area_2015 is 0 in 90.66% of training rows

# Use training columns to identify which deck_area columns exist
cols_to_drop = [col for col in train_merged.columns if col.startswith("deck_area")]

# Drop those columns from both datasets
train_merged.drop(columns=cols_to_drop, inplace=True)
test_merged.drop(columns=cols_to_drop, inplace=True)

print(f" Dropped columns from train/test: {cols_to_drop}")

🗑️ Dropped columns from train/test: ['deck_area_2015', 'deck_area_2016', 'deck_area_2017', 'deck_area_2018', 'deck_area_2019']

def backfill_yearly_features(df, base_features, years):
    for feature in base_features:
        cols = [f"{feature}_{y}" for y in years if f"{feature}_{y}" in df.columns]
        if len(cols) >= 2:
            # Backfill all relevant year columns in-place
            df[cols] = df[cols].bfill(axis=1)
            print(f" Backfilled: {feature} across {cols}")
        else:
            print(f" Skipping {feature} — not enough year columns found.")
    return df

# Years in reverse so that bfill works from most recent (2019) to oldest (2015)
years = ['2019', '2018', '2017', '2016', '2015']
features = ['garage_area', 'porch_area']

# Apply to both train and test
train_merged = backfill_yearly_features(train_merged, features, years)
test_merged = backfill_yearly_features(test_merged, features, years)

✅ Backfilled: garage_area across ['garage_area_2019', 'garage_area_2018', 'garage_area_2017', 'garage_area_2016', 'garage_area_2015']
✅ Backfilled: porch_area across ['porch_area_2019', 'porch_area_2018', 'porch_area_2017', 'porch_area_2016', 'porch_area_2015']
✅ Backfilled: garage_area across ['garage_area_2019', 'garage_area_2018', 'garage_area_2017', 'garage_area_2016', 'garage_area_2015']
✅ Backfilled: porch_area across ['porch_area_2019', 'porch_area_2018', 'porch_area_2017', 'porch_area_2016', 'porch_area_2015']

def backfill_yearly_features(df, features, years):
    for feature in features:
        year_cols = [f"{feature}_{y}" for y in years if f"{feature}_{y}" in df.columns]
        if len(year_cols) >= 2:
            df[year_cols] = df[year_cols].bfill(axis=1)
            print(f" Backfilled: {feature} across {year_cols}")
        else:
            print(f" Skipped: Not enough year columns for '{feature}'")
    return df

# Use years in reverse for proper backfill (newest to oldest)
years = ['2019', '2018', '2017', '2016', '2015']
features = ['floors', 'half_bath', 'full_bath', 'total_rooms', 'bedrooms']

# Apply to both train and test
train_merged = backfill_yearly_features(train_merged, features, years)
test_merged = backfill_yearly_features(test_merged, features, years)

✅ Backfilled: floors across ['floors_2019', 'floors_2018', 'floors_2017', 'floors_2016', 'floors_2015']
✅ Backfilled: half_bath across ['half_bath_2019', 'half_bath_2018', 'half_bath_2017', 'half_bath_2016', 'half_bath_2015']
✅ Backfilled: full_bath across ['full_bath_2019', 'full_bath_2018', 'full_bath_2017', 'full_bath_2016', 'full_bath_2015']
✅ Backfilled: total_rooms across ['total_rooms_2019', 'total_rooms_2018', 'total_rooms_2017', 'total_rooms_2016', 'total_rooms_2015']
✅ Backfilled: bedrooms across ['bedrooms_2019', 'bedrooms_2018', 'bedrooms_2017', 'bedrooms_2016', 'bedrooms_2015']
✅ Backfilled: floors across ['floors_2019', 'floors_2018', 'floors_2017', 'floors_2016', 'floors_2015']
✅ Backfilled: half_bath across ['half_bath_2019', 'half_bath_2018', 'half_bath_2017', 'half_bath_2016', 'half_bath_2015']
✅ Backfilled: full_bath across ['full_bath_2019', 'full_bath_2018', 'full_bath_2017', 'full_bath_2016', 'full_bath_2015']
✅ Backfilled: total_rooms across ['total_rooms_2019', 'total_rooms_2018', 'total_rooms_2017', 'total_rooms_2016', 'total_rooms_2015']
✅ Backfilled: bedrooms across ['bedrooms_2019', 'bedrooms_2018', 'bedrooms_2017', 'bedrooms_2016', 'bedrooms_2015']

# Identify elevator-related columns from training set
elevator_cols = [col for col in train_merged.columns if col.startswith("elevator")]

# Drop from both train and test
train_merged.drop(columns=elevator_cols, inplace=True)
test_merged.drop(columns=elevator_cols, inplace=True)

print(f" Dropped elevator-related columns from train/test: {elevator_cols}")

🗑️ Dropped elevator-related columns from train/test: ['elevator_2015', 'elevator_2016', 'elevator_2017', 'elevator_2018', 'elevator_2019']

def backfill_year_features(df, features, years):
    for feature in features:
        cols = [f"{feature}_{y}" for y in years if f"{feature}_{y}" in df.columns]
        if len(cols) >= 2:
            df[cols] = df[cols].bfill(axis=1)
            print(f" Backfilled: {feature} across {cols}")
        else:
            print(f" Skipped {feature} — not enough year-based columns found.")
    return df

def create_year_built_final(df):
    year_cols = [f"year_built_{y}" for y in ['2019', '2018', '2017', '2016', '2015'] if f"year_built_{y}" in df.columns]
    if year_cols:
        df['year_built_final'] = df[year_cols].bfill(axis=1).iloc[:, 0]
        print(f" Created year_built_final from: {year_cols}")
    else:
        print(" Skipped: no year_built_* columns found.")
    return df

# Define reverse years for backfill (latest → oldest)
years = ['2019', '2018', '2017', '2016', '2015']
features_to_backfill = ['fireplaces', 'quality', 'quality_description']

# Apply to both train and test
train_merged = backfill_year_features(train_merged, features_to_backfill, years)
train_merged = create_year_built_final(train_merged)

test_merged = backfill_year_features(test_merged, features_to_backfill, years)
test_merged = create_year_built_final(test_merged)

✅ Backfilled: fireplaces across ['fireplaces_2019', 'fireplaces_2018', 'fireplaces_2017', 'fireplaces_2016', 'fireplaces_2015']
✅ Backfilled: quality across ['quality_2019', 'quality_2018', 'quality_2017', 'quality_2016', 'quality_2015']
✅ Backfilled: quality_description across ['quality_description_2019', 'quality_description_2018', 'quality_description_2017', 'quality_description_2016', 'quality_description_2015']
✅ Created year_built_final from: ['year_built_2019', 'year_built_2018', 'year_built_2017', 'year_built_2016', 'year_built_2015']
✅ Backfilled: fireplaces across ['fireplaces_2019', 'fireplaces_2018', 'fireplaces_2017', 'fireplaces_2016', 'fireplaces_2015']
✅ Backfilled: quality across ['quality_2019', 'quality_2018', 'quality_2017', 'quality_2016', 'quality_2015']
✅ Backfilled: quality_description across ['quality_description_2019', 'quality_description_2018', 'quality_description_2017', 'quality_description_2016', 'quality_description_2015']
✅ Created year_built_final from: ['year_built_2019', 'year_built_2018', 'year_built_2017', 'year_built_2016', 'year_built_2015']

## Identify columns to drop from training data
cols_to_drop = [col for col in train_merged.columns if col.startswith("year_remodeled")]

# Drop from both train and test
train_merged.drop(columns=cols_to_drop, inplace=True)
test_merged.drop(columns=cols_to_drop, inplace=True)

print(f"🗑️ Dropped year_remodeled-related columns from train/test: {cols_to_drop}")

🗑️ Dropped year_remodeled-related columns from train/test: ['year_remodeled_2015', 'year_remodeled_2016', 'year_remodeled_2017', 'year_remodeled_2018', 'year_remodeled_2019']

def backfill_categorical_year_features(df, features, years):
    for feature in features:
        year_cols = [f"{feature}_{y}" for y in years if f"{feature}_{y}" in df.columns]
        if len(year_cols) >= 2:
            df[year_cols] = df[year_cols].bfill(axis=1)
            print(f" Backfilled: {feature} across {year_cols}")
        else:
            print(f" Skipped: {feature} — not enough year-based columns.")
    return df

# Backfill from most recent year to oldest
years = ['2019', '2018', '2017', '2016', '2015']
features = ['building_condition', 'foundation_type', 'grade', 'has_cooling', 
            'has_heat', 'physical_condition', 'exterior_walls']

# Apply to train and test
train_merged = backfill_categorical_year_features(train_merged, features, years)
test_merged = backfill_categorical_year_features(test_merged, features, years)

✅ Backfilled: building_condition across ['building_condition_2019', 'building_condition_2018', 'building_condition_2017', 'building_condition_2016', 'building_condition_2015']
✅ Backfilled: foundation_type across ['foundation_type_2019', 'foundation_type_2018', 'foundation_type_2017', 'foundation_type_2016', 'foundation_type_2015']
✅ Backfilled: grade across ['grade_2019', 'grade_2018', 'grade_2017', 'grade_2016', 'grade_2015']
✅ Backfilled: has_cooling across ['has_cooling_2019', 'has_cooling_2018', 'has_cooling_2017', 'has_cooling_2016', 'has_cooling_2015']
✅ Backfilled: has_heat across ['has_heat_2019', 'has_heat_2018', 'has_heat_2017', 'has_heat_2016', 'has_heat_2015']
✅ Backfilled: physical_condition across ['physical_condition_2019', 'physical_condition_2018', 'physical_condition_2017', 'physical_condition_2016', 'physical_condition_2015']
✅ Backfilled: exterior_walls across ['exterior_walls_2019', 'exterior_walls_2018', 'exterior_walls_2017', 'exterior_walls_2016', 'exterior_walls_2015']
✅ Backfilled: building_condition across ['building_condition_2019', 'building_condition_2018', 'building_condition_2017', 'building_condition_2016', 'building_condition_2015']
✅ Backfilled: foundation_type across ['foundation_type_2019', 'foundation_type_2018', 'foundation_type_2017', 'foundation_type_2016', 'foundation_type_2015']
✅ Backfilled: grade across ['grade_2019', 'grade_2018', 'grade_2017', 'grade_2016', 'grade_2015']
✅ Backfilled: has_cooling across ['has_cooling_2019', 'has_cooling_2018', 'has_cooling_2017', 'has_cooling_2016', 'has_cooling_2015']
✅ Backfilled: has_heat across ['has_heat_2019', 'has_heat_2018', 'has_heat_2017', 'has_heat_2016', 'has_heat_2015']
✅ Backfilled: physical_condition across ['physical_condition_2019', 'physical_condition_2018', 'physical_condition_2017', 'physical_condition_2016', 'physical_condition_2015']
✅ Backfilled: exterior_walls across ['exterior_walls_2019', 'exterior_walls_2018', 'exterior_walls_2017', 'exterior_walls_2016', 'exterior_walls_2015']

def backfill_year_columns(df, features, years):
    for feature in features:
        cols = [f"{feature}_{y}" for y in years if f"{feature}_{y}" in df.columns]
        if len(cols) >= 2:
            df[cols] = df[cols].bfill(axis=1)
            print(f" Backfilled: {feature} across {cols}")
        else:
            print(f" Skipped: {feature} — not enough year-based columns found.")
    return df

# Define year ranges
area_years = ['2019', '2018', '2017', '2016', '2015']
value_years = ['2018', '2017', '2016', '2015']

# Define feature groups
area_features = ['building_area', 'land_area']
value_features = ['building_value', 'land_value', 'assessed']

# Apply to train and test
train_merged = backfill_year_columns(train_merged, area_features, area_years)
train_merged = backfill_year_columns(train_merged, value_features, value_years)

test_merged = backfill_year_columns(test_merged, area_features, area_years)
test_merged = backfill_year_columns(test_merged, value_features, value_years)

✅ Backfilled: building_area across ['building_area_2019', 'building_area_2018', 'building_area_2017', 'building_area_2016', 'building_area_2015']
✅ Backfilled: land_area across ['land_area_2019', 'land_area_2018', 'land_area_2017', 'land_area_2016', 'land_area_2015']
✅ Backfilled: building_value across ['building_value_2018', 'building_value_2017', 'building_value_2016', 'building_value_2015']
✅ Backfilled: land_value across ['land_value_2018', 'land_value_2017', 'land_value_2016', 'land_value_2015']
✅ Backfilled: assessed across ['assessed_2018', 'assessed_2017', 'assessed_2016', 'assessed_2015']
✅ Backfilled: building_area across ['building_area_2019', 'building_area_2018', 'building_area_2017', 'building_area_2016', 'building_area_2015']
✅ Backfilled: land_area across ['land_area_2019', 'land_area_2018', 'land_area_2017', 'land_area_2016', 'land_area_2015']
✅ Backfilled: building_value across ['building_value_2018', 'building_value_2017', 'building_value_2016', 'building_value_2015']
✅ Backfilled: land_value across ['land_value_2018', 'land_value_2017', 'land_value_2016', 'land_value_2015']
✅ Backfilled: assessed across ['assessed_2018', 'assessed_2017', 'assessed_2016', 'assessed_2015']

def backfill_protested_columns(df, years):
    cols = [f"protested_{y}" for y in years if f"protested_{y}" in df.columns]
    if len(cols) >= 2:
        df[cols] = df[cols].bfill(axis=1)
        print(f" Backfilled: protested across {cols}")
    else:
        print(" Skipped protested — not enough year-based columns found.")
    return df

# Only use pre-2019 years to avoid leakage
years = ['2018', '2017', '2016', '2015']

# Apply to both datasets
train_merged = backfill_protested_columns(train_merged, years)
test_merged = backfill_protested_columns(test_merged, years)

✅ Backfilled: protested across ['protested_2018', 'protested_2017', 'protested_2016', 'protested_2015']
✅ Backfilled: protested across ['protested_2018', 'protested_2017', 'protested_2016', 'protested_2015']

# Save 'acct' from test_merged only
acct_test = test_merged[['acct']].copy() if 'acct' in test_merged.columns else None

# Drop 'acct' from both train and test
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'acct' in df.columns:
        df.drop(columns='acct', inplace=True)
        print(f" Dropped 'acct' from {df_name}")

🗑️ Dropped 'acct' from train_merged
🗑️ Dropped 'acct' from test_merged

for col in ['zone', 'subneighborhood', 'neighborhood', 'region']:
    if col in train_merged.columns:
        print(f"{col}: {train_merged[col].nunique()} unique values in training set")
    else:
        print(f" {col} not found in training set")

zone: 1589 unique values in training set
subneighborhood: 6161 unique values in training set
neighborhood: 959 unique values in training set
region: 87 unique values in training set

cols_to_drop = [‘zone’, ‘subneighborhood’]

for df_name, df in [(‘train_merged’, train_merged), (‘test_merged’, test_merged)]: drop_cols = [col for col in cols_to_drop if col in df.columns] if drop_cols: df.drop(columns=drop_cols, inplace=True) print(f”🗑️ Dropped columns from {df_name}: {drop_cols}“)

for col in ['neighborhood', 'region','zone','subneighborhood']:
    if col in train_merged.columns:
        # Step 1: Compute frequency from training data
        freq_map = train_merged[col].value_counts(normalize=True)

        # Step 2: Apply to both datasets
        train_merged[f'{col}_freq'] = train_merged[col].map(freq_map)
        test_merged[f'{col}_freq'] = test_merged[col].map(freq_map)

        print(f" Frequency encoded: {col} → {col}_freq (based on training set)")
    else:
        print(f" Column '{col}' not found in training set")

✅ Frequency encoded: neighborhood → neighborhood_freq (based on training set)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:7: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  train_merged[f'{col}_freq'] = train_merged[col].map(freq_map)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:8: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  test_merged[f'{col}_freq'] = test_merged[col].map(freq_map)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:7: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  train_merged[f'{col}_freq'] = train_merged[col].map(freq_map)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:8: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  test_merged[f'{col}_freq'] = test_merged[col].map(freq_map)

✅ Frequency encoded: region → region_freq (based on training set)
✅ Frequency encoded: zone → zone_freq (based on training set)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:7: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  train_merged[f'{col}_freq'] = train_merged[col].map(freq_map)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:8: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  test_merged[f'{col}_freq'] = test_merged[col].map(freq_map)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:7: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  train_merged[f'{col}_freq'] = train_merged[col].map(freq_map)

✅ Frequency encoded: subneighborhood → subneighborhood_freq (based on training set)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2858503920.py:8: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
  test_merged[f'{col}_freq'] = test_merged[col].map(freq_map)

if all(col in train_merged.columns for col in ['land_area_2019', 'land_area_2015']):
    growth = train_merged['land_area_2019'] - train_merged['land_area_2015']
    changed_pct = (growth != 0).mean() * 100
    print(f" Percentage of homes with land area change (2015→2019): {changed_pct:.2f}%")
else:
    print(" One or both columns ('land_area_2015', 'land_area_2019') not found in training set")

🧪 Percentage of homes with land area change (2015→2019): 6.42%

for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'year_built_final' in df.columns:
        df['year_built_final'] = df['year_built_final'].astype(str)
        print(f" Converted 'year_built_final' to string in {df_name}")
    else:
        print(f" 'year_built_final' not found in {df_name}")

🔤 Converted 'year_built_final' to string in train_merged
🔤 Converted 'year_built_final' to string in test_merged

for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'floor_area_total_final' in df.columns and 'year_built_final' in df.columns:
        df.loc[df['floor_area_total_final'] == 0, 'year_built_final'] = 'None'
        print(f" Set 'year_built_final' to 'None' where 'floor_area_total_final' == 0 in {df_name}")
    else:
        print(f" Required columns missing in {df_name}")

⚠️ Required columns missing in train_merged
⚠️ Required columns missing in test_merged

# Define year ranges per feature type
value_years = range(2015, 2019)   # 2015–2018 for value columns
area_years  = range(2015, 2020)   # 2015–2019 for area columns

# Define base columns
base_cols_year_map = {
    'building_value': value_years,
    'land_value': value_years,
    'building_area': area_years,
    'land_area': area_years,
}

# Generate full list of columns to impute
cols_to_impute = []
for base, years in base_cols_year_map.items():
    for year in years:
        cols_to_impute.append(f"{base}_{year}")

# Impute using neighborhood → region strategy
for col in cols_to_impute:
    # First, fill by neighborhood (train only)
    if 'neighborhood' in train_merged.columns:
        medians_by_neigh = train_merged.groupby('neighborhood')[col].median()
        train_merged[col] = train_merged.apply(
            lambda row: medians_by_neigh[row['neighborhood']] if pd.isna(row[col]) else row[col], axis=1)
        test_merged[col] = test_merged.apply(
            lambda row: medians_by_neigh.get(row['neighborhood'], np.nan) if pd.isna(row[col]) else row[col], axis=1)

    # Then, fill remaining by region (train only)
    if 'region' in train_merged.columns:
        medians_by_region = train_merged.groupby('region')[col].median()
        train_merged[col] = train_merged.apply(
            lambda row: medians_by_region[row['region']] if pd.isna(row[col]) else row[col], axis=1)
        test_merged[col] = test_merged.apply(
            lambda row: medians_by_region.get(row['region'], np.nan) if pd.isna(row[col]) else row[col], axis=1)

    print(f" Imputed '{col}' using group medians (neighborhood → region) from training data")

✅ Imputed 'building_value_2015' using group medians (neighborhood → region) from training data
✅ Imputed 'building_value_2016' using group medians (neighborhood → region) from training data
✅ Imputed 'building_value_2017' using group medians (neighborhood → region) from training data
✅ Imputed 'building_value_2018' using group medians (neighborhood → region) from training data
✅ Imputed 'land_value_2015' using group medians (neighborhood → region) from training data
✅ Imputed 'land_value_2016' using group medians (neighborhood → region) from training data
✅ Imputed 'land_value_2017' using group medians (neighborhood → region) from training data
✅ Imputed 'land_value_2018' using group medians (neighborhood → region) from training data
✅ Imputed 'building_area_2015' using group medians (neighborhood → region) from training data
✅ Imputed 'building_area_2016' using group medians (neighborhood → region) from training data
✅ Imputed 'building_area_2017' using group medians (neighborhood → region) from training data
✅ Imputed 'building_area_2018' using group medians (neighborhood → region) from training data
✅ Imputed 'building_area_2019' using group medians (neighborhood → region) from training data
✅ Imputed 'land_area_2015' using group medians (neighborhood → region) from training data
✅ Imputed 'land_area_2016' using group medians (neighborhood → region) from training data
✅ Imputed 'land_area_2017' using group medians (neighborhood → region) from training data
✅ Imputed 'land_area_2018' using group medians (neighborhood → region) from training data
✅ Imputed 'land_area_2019' using group medians (neighborhood → region) from training data

from pandas.api.types import is_numeric_dtype

# Step 1: Coerce non-numeric to NaN in both sets
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'year_built_final' in df.columns:
        df['year_built_final'] = pd.to_numeric(df['year_built_final'], errors='coerce')
        print(f" Coerced 'year_built_final' to numeric in {df_name}")

# Step 2: Group-based imputation (use training data only)
if 'year_built_final' in train_merged.columns and 'neighborhood' in train_merged.columns:
    # Neighborhood-based median from train
    neigh_medians = train_merged.groupby('neighborhood')['year_built_final'].median()

    # Apply to train
    train_merged['year_built_final'] = train_merged.apply(
        lambda row: neigh_medians[row['neighborhood']] if pd.isna(row['year_built_final']) else row['year_built_final'], axis=1)

    # Apply to test
    test_merged['year_built_final'] = test_merged.apply(
        lambda row: neigh_medians.get(row['neighborhood'], np.nan) if pd.isna(row['year_built_final']) else row['year_built_final'], axis=1)

if 'region' in train_merged.columns:
    # Region-based fallback median from train
    region_medians = train_merged.groupby('region')['year_built_final'].median()

    train_merged['year_built_final'] = train_merged.apply(
        lambda row: region_medians[row['region']] if pd.isna(row['year_built_final']) else row['year_built_final'], axis=1)

    test_merged['year_built_final'] = test_merged.apply(
        lambda row: region_medians.get(row['region'], np.nan) if pd.isna(row['year_built_final']) else row['year_built_final'], axis=1)

print(" Imputed 'year_built_final' using neighborhood → region medians from training set")

🔢 Coerced 'year_built_final' to numeric in train_merged
🔢 Coerced 'year_built_final' to numeric in test_merged
✅ Imputed 'year_built_final' using neighborhood → region medians from training set

# List of all assessed columns to impute
assessed_cols = ['assessed_2015', 'assessed_2016', 'assessed_2017', 'assessed_2018']

for col in assessed_cols:
    if col not in train_merged.columns:
        continue

    # Step 1: Compute medians from training data only
    neigh_medians = train_merged.groupby('neighborhood')[col].median()
    region_medians = train_merged.groupby('region')[col].median()
    global_median = train_merged[col].median()

    # Step 2: Train set imputation
    train_merged[col] = train_merged.apply(
        lambda row: neigh_medians[row['neighborhood']]
        if pd.isna(row[col]) and row['neighborhood'] in neigh_medians else
        region_medians[row['region']]
        if pd.isna(row[col]) and row['region'] in region_medians else
        global_median
        if pd.isna(row[col]) else
        row[col],
        axis=1
    )

    # Step 3: Test set imputation (using train medians only)
    test_merged[col] = test_merged.apply(
        lambda row: neigh_medians.get(row['neighborhood'], np.nan)
        if pd.isna(row[col]) else row[col],
        axis=1
    )
    test_merged[col] = test_merged.apply(
        lambda row: region_medians.get(row['region'], np.nan)
        if pd.isna(row[col]) else row[col],
        axis=1
    )
    test_merged[col].fillna(global_median, inplace=True)

    print(f" Imputed '{col}' using neighborhood → region → global medians (from training data)")

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1220954033.py:36: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  test_merged[col].fillna(global_median, inplace=True)

✅ Imputed 'assessed_2015' using neighborhood → region → global medians (from training data)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1220954033.py:36: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  test_merged[col].fillna(global_median, inplace=True)

✅ Imputed 'assessed_2016' using neighborhood → region → global medians (from training data)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1220954033.py:36: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  test_merged[col].fillna(global_median, inplace=True)

✅ Imputed 'assessed_2017' using neighborhood → region → global medians (from training data)
✅ Imputed 'assessed_2018' using neighborhood → region → global medians (from training data)

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1220954033.py:36: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  test_merged[col].fillna(global_median, inplace=True)

# === Step 1: Compute neighborhood-level stats ===
neigh_stats = train_merged.groupby('neighborhood')['assessed_2018'].agg([
    ('neigh_assess_mean', 'mean'),
    ('neigh_assess_median', 'median'),
    ('neigh_assess_std', 'std'),
    ('neigh_assess_q1', lambda x: x.quantile(0.25)),
    ('neigh_assess_q3', lambda x: x.quantile(0.75)),
]).reset_index()
neigh_stats['neigh_assess_iqr'] = neigh_stats['neigh_assess_q3'] - neigh_stats['neigh_assess_q1']

# === Step 2: Compute region-level stats ===
region_stats = train_merged.groupby('region')['assessed_2018'].agg([
    ('region_assess_mean', 'mean'),
    ('region_assess_median', 'median'),
    ('region_assess_std', 'std'),
    ('region_assess_q1', lambda x: x.quantile(0.25)),
    ('region_assess_q3', lambda x: x.quantile(0.75)),
]).reset_index()
region_stats['region_assess_iqr'] = region_stats['region_assess_q3'] - region_stats['region_assess_q1']

# === Step 3: Fallback std maps from training data ===
# For neighborhood fallback, group region medians of neighborhood std
neigh_std_by_region = neigh_stats.merge(train_merged[['neighborhood', 'region']], on='neighborhood', how='left') \
                                  .groupby('region')['neigh_assess_std'].median()
global_neigh_std = neigh_stats['neigh_assess_std'].median()

region_std_by_neigh = region_stats.merge(train_merged[['neighborhood', 'region']], on='region', how='left') \
                                   .groupby('neighborhood')['region_assess_std'].median()
global_region_std = region_stats['region_assess_std'].median()

# === Step 4: Merge into train/test and compute features ===
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    df = df.merge(neigh_stats, on='neighborhood', how='left')
    df = df.merge(region_stats, on='region', how='left')

    # Fill missing std values via fallback
    df['neigh_assess_std'] = df['neigh_assess_std'].fillna(
        df['region'].map(neigh_std_by_region)
    ).fillna(global_neigh_std)

    df['region_assess_std'] = df['region_assess_std'].fillna(
        df['neighborhood'].map(region_std_by_neigh)
    ).fillna(global_region_std)

    # Compute derived features
    df['assess_minus_neigh_mean'] = df['assessed_2018'] - df['neigh_assess_mean']
    df['assess_ratio_neigh_mean'] = df['assessed_2018'] / (df['neigh_assess_mean'] + 1e-6)
    df['z_score_assess_neigh'] = df['assess_minus_neigh_mean'] / (df['neigh_assess_std'] + 1e-6)

    df['assess_minus_region_mean'] = df['assessed_2018'] - df['region_assess_mean']
    df['assess_ratio_region_mean'] = df['assessed_2018'] / (df['region_assess_mean'] + 1e-6)
    df['z_score_assess_region'] = df['assess_minus_region_mean'] / (df['region_assess_std'] + 1e-6)

    # Save back
    if df_name == 'train_merged':
        train_merged = df
    else:
        test_merged = df

print(" Completed: Stats merge + std fallback + z-score computation.")

✅ Completed: Stats merge + std fallback + z-score computation.

cols_to_drop = ['neighborhood', 'region','zone','subneighborhood']

for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    drop_cols = [col for col in cols_to_drop if col in df.columns]
    if drop_cols:
        df.drop(columns=drop_cols, inplace=True)
        print(f" Dropped columns from {df_name}: {drop_cols}")

🗑️ Dropped columns from train_merged: ['neighborhood', 'region', 'zone', 'subneighborhood']
🗑️ Dropped columns from test_merged: ['neighborhood', 'region', 'zone', 'subneighborhood']

growth_pairs = {
    'building_value_growth': ('building_value_2018', 'building_value_2015'),
    'land_value_growth':     ('land_value_2018', 'land_value_2015'),
    'assessed_growth':       ('assessed_2018', 'assessed_2015')
}

for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    for new_col, (final_col, base_col) in growth_pairs.items():
        if final_col in df.columns and base_col in df.columns:
            df[new_col] = df[final_col] - df[base_col]
            print(f" Created {new_col} in {df_name}")
        else:
            print(f" Skipped {new_col} in {df_name}: missing {final_col} or {base_col}")

    # === Building Age ===
    if 'year_built_final' in df.columns:
        df['year_built_final'] = pd.to_numeric(df['year_built_final'], errors='coerce')  # handle 'Vacant', etc.
        df['building_age'] = 2018 - df['year_built_final']
        print(f" Created building_age in {df_name}")
    else:
        print(f" Skipped building_age in {df_name}: missing year_built_final")

✅ Created building_value_growth in train_merged
✅ Created land_value_growth in train_merged
✅ Created assessed_growth in train_merged
✅ Created building_age in train_merged
✅ Created building_value_growth in test_merged
✅ Created land_value_growth in test_merged
✅ Created assessed_growth in test_merged
✅ Created building_age in test_merged

if 'school_dist' in train_merged.columns:
    missing_pct = train_merged['school_dist'].isna().mean() * 100
    missing_count = train_merged['school_dist'].isna().sum()

    print(f" 'school_dist' has {missing_count} missing values ({missing_pct:.2f}%) in training set")
else:
    print(" 'school_dist' not found in training set")

🔍 'school_dist' has 3 missing values (0.00%) in training set

if 'school_dist' in train_merged.columns:
    school_dist_median = train_merged['school_dist'].median()

    for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
        if 'school_dist' in df.columns:
            df['school_dist'] = df['school_dist'].fillna(school_dist_median)
            print(f" Filled missing 'school_dist' in {df_name} using train median ({school_dist_median})")
else:
    print(" 'school_dist' not found in train_merged")

✅ Filled missing 'school_dist' in train_merged using train median (8.0)
✅ Filled missing 'school_dist' in test_merged using train median (8.0)

if 'year_built_final' in train_merged.columns:
    missing_pct = train_merged['year_built_final'].isna().mean() * 100
    missing_count = train_merged['year_built_final'].isna().sum()

    print(f" 'year_built_final' has {missing_count} missing values ({missing_pct:.2f}%) in training set")
else:
    print(" 'year_built_final' not found in training set")

🔍 'year_built_final' has 0 missing values (0.00%) in training set

# === STEP 0: Define base feature names ===
numeric_bases = [
    'garage_area', 'porch_area', 'floors', 'half_bath', 'full_bath',
    'total_rooms', 'bedrooms', 'fireplaces', 'building_area', 'building_value'
]

categorical_fill_map = {
    'quality': 'None',
    'quality_description': 'None',
    'building_condition': 'None',
    'foundation_type': 'None',
    'grade': 'None',
    'has_cooling': False,
    'has_heat': False,
    'physical_condition': 'None',
    'exterior_walls': 'None',
    'protested': False
}

# Generate full list of columns (2015–2019 only, no final columns)
numeric_cols_to_zero = [
    f'{base}_{year}' for base in numeric_bases for year in range(2015, 2020)
] + ['building_value_growth']

categorical_cols_to_fill = {
    f'{base}_{year}': val
    for base, val in categorical_fill_map.items()
    for year in range(2015, 2020)
}

# === STEP 1: Apply imputation if floor_area_total_2019 == 0 ===
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'floor_area_total_2019' in df.columns:
        zero_floor_mask = df['floor_area_total_2019'] == 0

        # Fill numeric columns with 0
        for col in numeric_cols_to_zero:
            if col in df.columns:
                df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(0)

        # Fill categorical/boolean columns
        for col, fill_val in categorical_cols_to_fill.items():
            if col in df.columns:
                df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)

        print(f" Filled structure-dependent missing values in {df_name} for {zero_floor_mask.sum()} rows")
    else:
        print(f" 'floor_area_total_2019' not found in {df_name}")

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)

✅ Filled structure-dependent missing values in train_merged for 218 rows
✅ Filled structure-dependent missing values in test_merged for 150 rows

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1001132961.py:44: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  df.loc[zero_floor_mask, col] = df.loc[zero_floor_mask, col].fillna(fill_val)

import numpy as np
import pandas as pd
from sklearn.preprocessing import OrdinalEncoder
from sklearn.model_selection import KFold

# Clear specific variables
for var in ['ordinal_cols_all', 'bool_cols_all']:
    if var in locals():
        del globals()[var]

# === STEP 1: Boolean Encoding (2015–2019 only) ===
bool_bases = ['has_cooling', 'has_heat', 'protested']
bool_cols_all = [f"{base}_{year}" for base in bool_bases for year in range(2015, 2020)]

for col in bool_cols_all:
    if col in train_merged.columns:
        mode_val = train_merged[col].mode(dropna=True)[0]
        train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
        test_merged[col] = test_merged[col].fillna(mode_val).astype(int)

# === STEP 2: Ordinal Cleaning and Encoding (2015–2019 only) ===
ordinal_bases = [
    'quality', 'quality_description', 'grade',
    'building_condition', 'physical_condition'
]

ordinal_cols_all = [f"{base}_{year}" for base in ordinal_bases for year in range(2015, 2020)]

# Column-specific replacements
replacement_maps = {
    'quality': {'E': 'D', 'F': 'D', 'X': np.nan, 'None': np.nan},
    'quality_description': {'Poor': 'Very Low', 'None': np.nan},
    'grade': {'X': 'F', 'X-': 'F', 'X+': 'F', 'E': 'D', 'E-': 'D-', 'E+': 'D+', 'None': np.nan},
    'building_condition': {'Very Poor': 'Poor', 'Unsound': 'Poor', 'None': np.nan},
    'physical_condition': {'Very Poor': 'Poor', 'Unsound': 'Poor', 'None': np.nan}
}

# Ordinal category order
ord_categories = {
    'quality': ['D', 'C', 'B', 'A'],
    'quality_description': ['Very Low', 'Low', 'Average', 'Good', 'Excellent', 'Superior'],
    'grade': ['F', 'D-', 'D', 'D+', 'C-', 'C', 'C+', 'B-', 'B', 'B+', 'A-', 'A', 'A+'],
    'building_condition': ['Poor', 'Fair', 'Average', 'Good', 'Very Good', 'Excellent'],
    'physical_condition': ['Poor', 'Fair', 'Average', 'Good', 'Very Good', 'Excellent']
}

# Clean and encode
for base in ordinal_bases:
    for year in range(2015, 2020):
        col = f"{base}_{year}"
        if col in train_merged.columns:
            replacements = replacement_maps.get(base, {})
            train_merged[col] = train_merged[col].replace(replacements)
            test_merged[col] = test_merged[col].replace(replacements)

            mode_val = train_merged[col].mode(dropna=True)[0]
            train_merged[col] = train_merged[col].fillna(mode_val)
            test_merged[col] = test_merged[col].fillna(mode_val)

            encoder = OrdinalEncoder(categories=[ord_categories[base]], handle_unknown='use_encoded_value', unknown_value=-1)
            train_merged[[col]] = encoder.fit_transform(train_merged[[col]])
            test_merged[[col]] = encoder.transform(test_merged[[col]])

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:18: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  train_merged[col] = train_merged[col].fillna(mode_val).astype(int)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/2484106990.py:19: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`
  test_merged[col] = test_merged[col].fillna(mode_val).astype(int)

# === STEP 3: Target Encoding (2015–2019 only) ===
def group_and_target_encode_cv(train_df, test_df, target_name, column, rare_threshold=0.001, smoothing=10, n_splits=5):
    freq = train_df[column].value_counts(normalize=True)
    rare_cats = freq[freq < rare_threshold].index
    train_df[column] = train_df[column].replace(rare_cats, 'Other')
    test_df[column] = test_df[column].replace(rare_cats, 'Other')

    global_mean = train_df[target_name].mean()
    oof_encoded = pd.Series(index=train_df.index, dtype='float64')

    kf = KFold(n_splits=n_splits, shuffle=True, random_state=42)
    for train_idx, val_idx in kf.split(train_df):
        X_tr, X_val = train_df.iloc[train_idx], train_df.iloc[val_idx]
        stats = X_tr.groupby(column)[target_name].agg(['mean', 'count'])
        smooth = (stats['mean'] * stats['count'] + global_mean * smoothing) / (stats['count'] + smoothing)
        oof_encoded.iloc[val_idx] = X_val[column].map(smooth).fillna(global_mean)

    final_stats = train_df.groupby(column)[target_name].agg(['mean', 'count'])
    final_smooth = (final_stats['mean'] * final_stats['count'] + global_mean * smoothing) / (final_stats['count'] + smoothing)
    test_encoded = test_df[column].map(final_smooth).fillna(global_mean)

    return oof_encoded, test_encoded

# Target-encodable nominal columns
target_encodable_bases = ['foundation_type', 'exterior_walls']
target_encodable_cols_all = [f"{base}_{year}" for base in target_encodable_bases for year in range(2015, 2020)]

# Apply target encoding
for col in target_encodable_cols_all:
    if col in train_merged.columns:
        mode_val = train_merged[col].mode(dropna=True)[0]
        train_merged[col] = train_merged[col].fillna(mode_val)
        test_merged[col] = test_merged[col].fillna(mode_val)

        train_merged[f'{col}_te'], test_merged[f'{col}_te'] = group_and_target_encode_cv(
            train_merged, test_merged, target_name='assessed_2018', column=col,
            rare_threshold=0.001, smoothing=10, n_splits=5
        )

        train_merged.drop(columns=[col], inplace=True)
        test_merged.drop(columns=[col], inplace=True)

print(" Done: Boolean, Ordinal, and Target Encoding for 2015–2019 features only.")

✅ Done: Boolean, Ordinal, and Target Encoding for 2015–2019 features only.

# Step 1: Get growth columns from training set
growth_cols = [col for col in train_merged.columns if '_growth' in col]

# Step 2: Compute medians from train_merged only
growth_medians = {col: train_merged[col].median() for col in growth_cols}

# Step 3: Apply to both train and test
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    for col in growth_cols:
        if col in df.columns:
            df[f'{col}_missing'] = df[col].isna().astype(int)
            df[col].fillna(growth_medians[col], inplace=True)
    print(f" Filled and flagged missing values in {df_name} for: {growth_cols}")

✅ Filled and flagged missing values in train_merged for: ['building_value_growth', 'land_value_growth', 'assessed_growth']
✅ Filled and flagged missing values in test_merged for: ['building_value_growth', 'land_value_growth', 'assessed_growth']

/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)
/var/folders/sl/hc9dmfps60l7lq3bh_fp8ny40000gn/T/ipykernel_3001/1664657720.py:12: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.
The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.

For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.


  df[col].fillna(growth_medians[col], inplace=True)

# === Step 1: List your growth features ===
growth_features = ['land_value_growth', 'building_value_growth', 'assessed_growth']

# === Step 2: Binning Function (train-based binning) ===
def bin_growth_feature_safe(train_df, test_df, feature, bins=4):
    try:
        # Quantile binning on train only
        train_df[f'{feature}_bin'], bin_edges = pd.qcut(train_df[feature], q=bins, labels=False, retbins=True, duplicates='drop')
        test_df[f'{feature}_bin'] = pd.cut(test_df[feature], bins=bin_edges, labels=False, include_lowest=True)
    except ValueError:
        # Fallback: Equal-width binning
        min_val = train_df[feature].min()
        max_val = train_df[feature].max()
        bin_edges = np.linspace(min_val, max_val, bins + 1)
        train_df[f'{feature}_bin'] = pd.cut(train_df[feature], bins=bin_edges, labels=False, include_lowest=True)
        test_df[f'{feature}_bin'] = pd.cut(test_df[feature], bins=bin_edges, labels=False, include_lowest=True)

    # Convert to category
    train_df[f'{feature}_bin'] = train_df[f'{feature}_bin'].astype('category')
    test_df[f'{feature}_bin'] = test_df[f'{feature}_bin'].astype('category')
    return train_df, test_df

# === Step 3: Apply to train_merged and test_merged ===
for feature in growth_features:
    train_merged, test_merged = bin_growth_feature_safe(train_merged, test_merged, feature)

# === Step 4: Bin year_built_final using train-based quantiles ===
train_merged['year_built_bin'], bin_edges = pd.qcut(
    train_merged['year_built_final'], q=5, retbins=True, labels=False, duplicates='drop'
)
test_merged['year_built_bin'] = pd.cut(
    test_merged['year_built_final'], bins=bin_edges, labels=False, include_lowest=True
)

# Convert to category
train_merged['year_built_bin'] = train_merged['year_built_bin'].astype('category')
test_merged['year_built_bin'] = test_merged['year_built_bin'].astype('category')


print(" Binned growth & year_built features safely with no leakage.")

✅ Binned growth & year_built features safely with no leakage.

# === Step 5: Drop original continuous columns ===
cols_to_drop = growth_features + ['year_built_final']
train_merged=train_merged.drop(columns=cols_to_drop)
test_merged=test_merged.drop(columns=cols_to_drop)

rare_threshold = 0.001  # 0.1%

cat_cols = [
    "quality_description_final",
    "foundation_type_final_te",
    "physical_condition_final",
    "exterior_walls_final_te",
    "region_freq",
    "neighborhood_freq"
]

for col in cat_cols:
    if col in train_merged.columns:
        freq = train_merged[col].value_counts(normalize=True)
        rare = freq[freq < rare_threshold]
        if not rare.empty:
            print(f"\n Rare categories in '{col}' (less than 0.1% of training data):\n{rare}")
    else:
        print(f" Column '{col}' not found in train_merged")

⚠️ Column 'quality_description_final' not found in train_merged
⚠️ Column 'foundation_type_final_te' not found in train_merged
⚠️ Column 'physical_condition_final' not found in train_merged
⚠️ Column 'exterior_walls_final_te' not found in train_merged

⚠️ Rare categories in 'region_freq' (less than 0.1% of training data):
region_freq
0.000963    0.000963
0.000641    0.000641
0.000347    0.000347
0.000159    0.000159
0.000083    0.000083
0.000010    0.000019
0.000002    0.000019
0.000008    0.000016
0.000005    0.000005
Name: proportion, dtype: float64

⚠️ Rare categories in 'neighborhood_freq' (less than 0.1% of training data):
neighborhood_freq
0.000500    0.001000
0.000996    0.000996
0.000988    0.000988
0.000984    0.000984
0.000492    0.000984
              ...   
0.000008    0.000024
0.000021    0.000021
0.000014    0.000014
0.000002    0.000006
0.000003    0.000006
Name: proportion, Length: 321, dtype: float64

# Define frequency columns and threshold
freq_cols = ['region_freq', 'neighborhood_freq', 'zone_freq', 'subneighborhood_freq']
rare_thresh = 0.001

# Apply rare value replacement for each frequency column
for col in freq_cols:
    if col in train_merged.columns:
        rare_vals = train_merged[col].value_counts(normalize=True)[lambda x: x < rare_thresh].index
        train_merged[col] = train_merged[col].replace(rare_vals, 0)
        test_merged[col] = test_merged[col].replace(rare_vals, 0)
        print(f" Replaced rare values in {col} using train_merged threshold < {rare_thresh}")
    else:
        print(f" Column {col} not found in train_merged — skipping.")

✅ Replaced rare values in region_freq using train_merged threshold < 0.001
✅ Replaced rare values in neighborhood_freq using train_merged threshold < 0.001
✅ Replaced rare values in zone_freq using train_merged threshold < 0.001
✅ Replaced rare values in subneighborhood_freq using train_merged threshold < 0.001

import pandas as pd

# === Compute skewness for numeric columns ===
numeric_cols = train_merged.select_dtypes(include=[np.number])
skew_values = numeric_cols.skew().sort_values(ascending=False)

# === Save skewness to CSV ===
skew_df = skew_values.reset_index()
skew_df.columns = ['feature', 'skewness']
skew_df.to_csv("feature_skewness.csv", index=False)

print(" Saved skewness stats to 'feature_skewness.csv'")

📁 Saved skewness stats to 'feature_skewness.csv'

import pandas as pd

# Load your skewness report
skew_df = pd.read_csv("feature_skewness.csv")  # Update path if needed

# === Step 1: Categorize features by skew level ===
ultra_skewed = []
moderately_skewed = []

for _, row in skew_df.iterrows():
    feature = row['feature']
    skew = row['skewness']
    
    if feature not in train_merged.columns:
        continue

    unique_vals = train_merged[feature].nunique()
    is_binary = set(train_merged[feature].dropna().unique()).issubset({0, 1})

    if unique_vals > 10 and not is_binary and not feature.endswith('_te'):
        if skew > 100:
            ultra_skewed.append(feature)
        elif 2< skew <= 100:
            moderately_skewed.append(feature)

print(f" {len(ultra_skewed)} ultra-skewed features to clip at 0.995.")
print(f" {len(moderately_skewed)} moderately-skewed features to clip at 0.999.")

# === Step 2: Compute quantile clipping bounds ===
clip_bounds = {}

for col in ultra_skewed:
    clip_bounds[col] = (
        train_merged[col].quantile(0.005),
        train_merged[col].quantile(0.995)
    )

for col in moderately_skewed:
    clip_bounds[col] = (
        train_merged[col].quantile(0.001),
        train_merged[col].quantile(0.999)
    )

# === Step 3: Apply clipping to both train and test ===
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    for col, (lower, upper) in clip_bounds.items():
        if col in df.columns:
            df[col] = df[col].clip(lower, upper)

print(" Adaptive clipping applied: 0.995 for ultra-skewed, 0.999 for moderately-skewed features.")

✅ 5 ultra-skewed features to clip at 0.995.
✅ 76 moderately-skewed features to clip at 0.999.
✂️ Adaptive clipping applied: 0.995 for ultra-skewed, 0.999 for moderately-skewed features.

def add_features(df):
    df = df.copy()
    
    # === Ratio features ===
    df['area_ratio'] = df['building_area_2019'] / (df['land_area_2019'] + 1)
    df['porch_ratio'] = df['porch_area_2019'] / (df['building_area_2019'] + 1)
    df['floor_density'] = df['floor_area_total_2019'] / (df['land_area_2019'] + 1)
    
    df['value_ratio'] = df['building_value_2018'] / (df['land_value_2018'] + 1)
    df['value_per_sqft'] = df['building_value_2018'] / (df['building_area_2019'] + 1)
    df['price_per_sqft'] = df['assessed_2018'] / (df['building_area_2019'] + 1)

    # === Bathroom & room structure ===
    df['bathroom_score'] = df['full_bath_2019'] + 0.5 * df['half_bath_2019']
    df['bathroom_density'] = df['bathroom_score'] / (df['total_rooms_2019'] + 1)
    df['bedroom_ratio'] = df['bedrooms_2019'] / (df['total_rooms_2019'] + 1)
    df['rooms_per_floor'] = df['total_rooms_2019'] / (df['floors_2019'] + 1)

    # === Core interactions ===
    df['bedrooms_x_floors'] = df['bedrooms_2019'] * df['floors_2019']
    df['rooms_x_quality'] = df['total_rooms_2019'] * df['quality_2019']
    df['assess_x_age'] = df['assessed_2018'] * df['building_age']
    df['grade_quality_index'] = df['grade_2019'] * df['quality_2019']

    # === Selected high-signal interactions ===
    df['area_x_quality'] = df['building_area_2019'] * df['quality_2019']
    df['floor_area_x_grade'] = df['floor_area_total_2019'] * df['grade_2019']
    df['value_to_neigh_median'] = df['building_value_2018'] / (df['neigh_assess_median'] + 1)
    df['assess_to_neigh_mean'] = df['assessed_2018'] / (df['neigh_assess_mean'] + 1)
    df['value_per_age'] = df['building_value_2018'] / (df['building_age'] + 1)

    # === Clean up ===
    df = df.replace([np.inf, -np.inf], np.nan)
    df = df.fillna(0)
    
    return df

# === Apply to train and test sets ===
train_merged = add_features(train_merged)
test_merged = add_features(test_merged)

# Select numeric columns only
numeric_features = train_merged.select_dtypes(include=['int64', 'float64'])

# Calculate skewness
skewness = numeric_features.skew(numeric_only=True)

# Filter and sort features with skewness > 30
highly_skewed = skewness[skewness > 5].sort_values(ascending=False)

print("📊 Features with skewness > 5:")
print(highly_skewed)

📊 Features with skewness > 5:
building_value_growth_missing    354.478490
land_value_growth_missing        354.478490
assessed_growth_missing           33.631805
value_ratio                       22.718640
foundation_type_2017_te           19.398895
foundation_type_2018_te           19.209417
foundation_type_2016_te           19.088215
foundation_type_2019_te           18.622057
foundation_type_2015_te           17.140939
floor_density                     14.857656
area_ratio                        14.266433
floor_area_lower_2015              9.470069
floor_area_lower_2016              9.001662
assess_x_age                       8.945820
floor_area_lower_2017              8.676705
neigh_assess_std                   8.407189
floor_area_lower_2018              8.338474
floor_area_lower_2019              7.911224
neigh_assess_iqr                   6.953338
value_per_age                      6.361554
land_area_2019                     6.145570
land_area_2018                     6.130493
land_area_2017                     6.103410
region_assess_std                  6.094872
land_area_2016                     6.063338
land_area_2015                     6.020909
land_value_2018                    5.974800
land_value_2017                    5.933679
land_value_2016                    5.866477
TARGET                             5.817950
assessed_2018                      5.795693
assessed_2017                      5.757834
land_value_2015                    5.740825
assessed_2016                      5.714004
neigh_assess_q3                    5.702978
assessed_2015                      5.564608
neigh_assess_mean                  5.560078
region_assess_iqr                  5.144729
region_assess_mean                 5.069333
neigh_assess_median                5.034201
dtype: float64

import numpy as np
import pandas as pd

# === Step 1: Drop dummy _missing columns ===
drop_cols = [
    'building_value_growth_missing',
    'land_value_growth_missing',
    'assessed_growth_missing'
]
train_merged = train_merged.drop(columns=drop_cols, errors='ignore')
test_merged = test_merged.drop(columns=drop_cols, errors='ignore')
print("🗑️ Dropped dummy _missing columns from train and test.")

# === Step 2: Compute skewness from train_merged only ===
numeric_cols = train_merged.select_dtypes(include=[np.number])
skew_series = numeric_cols.skew()

# === Step 3: Categorize by skew level (excluding _te and _missing) ===
ultra_skewed = []
moderately_skewed = []

for col, skew_val in skew_series.items():
    if col.endswith('_te') or col.endswith('_missing'):
        continue
    if skew_val > 100:
        ultra_skewed.append(col)
    elif skew_val > 2:
        moderately_skewed.append(col)

print(f" {len(ultra_skewed)} ultra-skewed features (clip at 0.5%–99.5%).")
print(f" {len(moderately_skewed)} moderately-skewed features (clip at 0.1%–99.9%).")

# === Step 4: Compute clipping bounds ===
clip_bounds = {}

for col in ultra_skewed:
    clip_bounds[col] = (
        train_merged[col].quantile(0.005),
        train_merged[col].quantile(0.995)
    )

for col in moderately_skewed:
    clip_bounds[col] = (
        train_merged[col].quantile(0.001),
        train_merged[col].quantile(0.999)
    )

# === Step 5: Apply clipping to both train and test sets ===
for df in [train_merged, test_merged]:
    for col, (lower, upper) in clip_bounds.items():
        if col in df.columns:
            df[col] = df[col].clip(lower, upper)

print(" Adaptive clipping complete: 0.995 for ultra-skewed, 0.999 for moderately skewed.")

🗑️ Dropped dummy _missing columns from train and test.
✂️ 0 ultra-skewed features (clip at 0.5%–99.5%).
✂️ 57 moderately-skewed features (clip at 0.1%–99.9%).
✅ Adaptive clipping complete: 0.995 for ultra-skewed, 0.999 for moderately skewed.

# Define columns to drop
year_built_cols = [f'year_built_{year}' for year in range(2015, 2020)]

# Drop if columns exist
train_merged.drop(columns=[col for col in year_built_cols if col in train_merged.columns], inplace=True)
test_merged.drop(columns=[col for col in year_built_cols if col in test_merged.columns], inplace=True)

print(" Dropped year_built_2015 to year_built_2019 from both train and test sets.")

✅ Dropped year_built_2015 to year_built_2019 from both train and test sets.

if "TARGET" in train_merged.columns:
    train_merged.drop("TARGET", axis=1,inplace=True)
else:
    print("TARGET not found in columns:", train_merged.columns.tolist())

# Drop floor_area_total_final if it exists
for df_name, df in [('train_merged', train_merged), ('test_merged', test_merged)]:
    if 'floor_area_total_final' in df.columns:
        df.drop(columns='floor_area_total_final', inplace=True)
        print(f" Dropped 'floor_area_total_final' from {df_name}")
    else:
        print(f"ℹ 'floor_area_total_final' not found in {df_name}")

ℹ️ 'floor_area_total_final' not found in train_merged
ℹ️ 'floor_area_total_final' not found in test_merged

train_cols = set(train_merged.columns)
test_cols = set(test_merged.columns)

missing_in_test = train_cols - test_cols
missing_in_train = test_cols - train_cols

print(" Columns in train but not in test:")
print(sorted(missing_in_test))

print("\n Columns in test but not in train:")
print(sorted(missing_in_train))

✅ Columns in train but not in test:
[]

❌ Columns in test but not in train:
[]

# Check if column sets match
print(set(train_merged.columns) == set(test_merged.columns))  # Should be True

# Check if column order matches
print(list(train_merged.columns) == list(test_merged.columns))  # Must also be True

True
True

import numpy as np
import pandas as pd
import optuna
import lightgbm as lgb
import shap
from sklearn.model_selection import KFold
from sklearn.metrics import root_mean_squared_error
from optuna.integration import LightGBMPruningCallback
from optuna.pruners import SuccessiveHalvingPruner
from lightgbm import log_evaluation, early_stopping

# === STEP 0: Setup Data ===
X_full = train_merged.copy()
y_full = pd.Series(y_train)
X_test = test_merged.copy()

# Detect categorical columns
cat_cols = X_full.select_dtypes(include=['category', 'object']).columns.tolist()
for col in cat_cols:
    X_full[col] = X_full[col].astype("category")
    X_test[col] = X_test[col].astype("category")

global_oof_preds = np.zeros(len(X_full))
best_score = float('inf')

# === STEP 1: Define Optuna Objective ===
def objective(trial):
    global global_oof_preds, best_score

    params = {
        "objective": "regression",
        "metric": "rmse",
        "boosting_type": "gbdt",
        "learning_rate": trial.suggest_float("learning_rate", 0.025, 0.04, log=True),
        "num_leaves": trial.suggest_int("num_leaves", 160, 220),
        "max_depth": trial.suggest_int("max_depth", 7, 11),
        "min_child_samples": trial.suggest_int("min_child_samples", 18, 30),
        "subsample": trial.suggest_float("subsample", 0.65, 0.88),
        "colsample_bytree": trial.suggest_float("colsample_bytree", 0.6, 0.75),
        "reg_alpha": trial.suggest_float("reg_alpha", 1.0, 5.0, log=True),
        "reg_lambda": trial.suggest_float("reg_lambda", 1.0, 4.0, log=True),
        "min_split_gain": trial.suggest_float("min_split_gain", 0.15, 0.25),
        "verbose": -1,
        "n_jobs": -1,
    }

    kf = KFold(n_splits=3, shuffle=True, random_state=42)
    val_rmse = []
    oof_preds = np.zeros(len(X_full))

    for fold, (train_idx, val_idx) in enumerate(kf.split(X_full)):
        X_train, X_val = X_full.iloc[train_idx], X_full.iloc[val_idx]
        y_train_fold, y_val = y_full.iloc[train_idx], y_full.iloc[val_idx]

        dtrain = lgb.Dataset(X_train, label=y_train_fold, categorical_feature=cat_cols)
        dvalid = lgb.Dataset(X_val, label=y_val, categorical_feature=cat_cols)

        model = lgb.train(
            params,
            dtrain,
            valid_sets=[dvalid],
            num_boost_round=1000,
            callbacks=[
                early_stopping(stopping_rounds=100),
                log_evaluation(period=100),
                LightGBMPruningCallback(trial, "rmse")
            ]
        )

        val_pred = model.predict(X_val, num_iteration=model.best_iteration)
        oof_preds[val_idx] = val_pred
        val_rmse.append(root_mean_squared_error(y_val, val_pred))

    mean_rmse = np.mean(val_rmse)
    trial.set_user_attr("cv_rmse", mean_rmse)

    if mean_rmse < best_score:
        best_score = mean_rmse
        global_oof_preds[:] = oof_preds

    print(f" Trial {trial.number} | CV RMSE: {mean_rmse:,.2f}")
    return mean_rmse

# === STEP 2: Run Optuna ===
study = optuna.create_study(
    direction='minimize',
    study_name='lgbm_study_final_with_shap',
    storage='sqlite:///lgbm_study_final_with_shap.db',
    load_if_exists=True,
    pruner=SuccessiveHalvingPruner(min_resource=100, reduction_factor=2)
)
study.optimize(objective, n_trials=25, show_progress_bar=True)

print(" Best RMSE:", study.best_value)
print(" Best Parameters:", study.best_params)
np.save("oof_preds_lgbm.npy", global_oof_preds)
print(" Saved: oof_preds_lgbm.npy")

# === STEP 3: SHAP + GAIN Feature Selection ===
kf = KFold(n_splits=3, shuffle=True, random_state=42)
selected_feature_sets = []

for fold, (train_idx, val_idx) in enumerate(kf.split(X_full)):
    X_train_raw, y_train_fold = X_full.iloc[train_idx], y_full.iloc[train_idx]

    train_dataset = lgb.Dataset(X_train_raw, label=y_train_fold, categorical_feature=cat_cols)
    model_temp = lgb.train(
        study.best_params,
        train_dataset,
        num_boost_round=200,
        valid_sets=[train_dataset],
        callbacks=[log_evaluation(period=100)] 
    )

    # SHAP importance
    explainer = shap.TreeExplainer(model_temp)
    shap_values = explainer.shap_values(X_train_raw)
    shap_df = pd.DataFrame(np.abs(shap_values), columns=X_train_raw.columns)
    shap_importance = shap_df.mean().sort_values(ascending=False)
    shap_cumsum = shap_importance.cumsum() / shap_importance.sum()
    top_shap = shap_cumsum[shap_cumsum <= 0.95].index.tolist()

    # Gain importance
    gain_importance = pd.Series(model_temp.feature_importance(importance_type='gain'), index=X_train_raw.columns)
    gain_sorted = gain_importance.sort_values(ascending=False)
    gain_cumsum = gain_sorted.cumsum() / gain_sorted.sum()
    top_gain = gain_cumsum[gain_cumsum <= 0.95].index.tolist()

    selected_features = list(set(top_shap).union(set(top_gain)))
    selected_feature_sets.append(selected_features)

# === STEP 4: Final Feature Union ===
final_union_features = list(set().union(*selected_feature_sets))
print(" Final Union Feature Count:", len(final_union_features))

# Filter only those categorical columns that are in final features
filtered_cat_cols = [col for col in cat_cols if col in final_union_features]

# === STEP 5: Final Model on Selected Features ===
X_full_selected = X_full[final_union_features]
X_test_selected = X_test[final_union_features]


final_dataset = lgb.Dataset(X_full_selected, label=y_full, categorical_feature=filtered_cat_cols)
final_model = lgb.train(
    study.best_params,
    final_dataset,
    num_boost_round=1000,
    valid_sets=[final_dataset],
    valid_names=["train"],
    callbacks=[log_evaluation(period=100)]
)

# === STEP 6: Predict on Test Set ===
test_preds = final_model.predict(X_test_selected, num_iteration=final_model.best_iteration)
np.save("test_preds_lgbm_shap.npy", test_preds)
print(" Saved: test_preds_lgbm_shap.npy")

# === STEP 7: Save Submission ===
submission = pd.DataFrame({
    'ACCOUNT': acct_test.values.ravel(),  # Replace with your ID col
    'TARGET': test_preds
})
submission.to_csv("submission_lgbm_shap.csv", index=False)
print(" Submission saved: submission_lgbm_shap.csv")

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm
[I 2025-05-21 06:12:57,615] A new study created in RDB with name: lgbm_study_final_with_shap
  0%|          | 0/25 [00:00<?, ?it/s]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 42644
[200]   valid_0's rmse: 39953.4
[300]   valid_0's rmse: 39753.4
[400]   valid_0's rmse: 39603.1
[500]   valid_0's rmse: 39490.7
[600]   valid_0's rmse: 39387.7
[700]   valid_0's rmse: 39298.3
[800]   valid_0's rmse: 39229.7
[900]   valid_0's rmse: 39154.3
[1000]  valid_0's rmse: 39088.6
Did not meet early stopping. Best iteration is:
[999]   valid_0's rmse: 39088

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 41882.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 39216.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 38732.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 38406

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 38265.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 38116

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 38001.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 37886.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 37757.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 37650.2
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 37650.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 51644.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 48048.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 47512.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 47183.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 47003.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 46891.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 46911.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(

Early stopping, best iteration is:
[614]   valid_0's rmse: 46874.7

Best trial: 0. Best value: 41204.3:   4%|▍         | 1/25 [05:57<2:22:51, 357.13s/it]

📉 Trial 0 | CV RMSE: 41,204.31
[I 2025-05-21 06:18:54,716] Trial 0 finished with value: 41204.31262134961 and parameters: {'learning_rate': 0.039730220495763816, 'num_leaves': 210, 'max_depth': 11, 'min_child_samples': 18, 'subsample': 0.8602930077632327, 'colsample_bytree': 0.6962834149319597, 'reg_alpha': 4.731216779813845, 'reg_lambda': 1.7984216897061351, 'min_split_gain': 0.24840445491683466}. Best is trial 0 with value: 41204.31262134961.
Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:   4%|▍         | 1/25 [06:15<2:22:51, 357.13s/it]

[100]   valid_0's rmse: 48109.1
[I 2025-05-21 06:19:13,324] Trial 1 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:   8%|▊         | 2/25 [06:15<1:00:35, 158.06s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:   8%|▊         | 2/25 [06:29<1:00:35, 158.06s/it]

[100]   valid_0's rmse: 44653.6
[I 2025-05-21 06:19:27,537] Trial 2 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  12%|█▏        | 3/25 [06:30<33:53, 92.42s/it]   

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  12%|█▏        | 3/25 [06:45<33:53, 92.42s/it]

[100]   valid_0's rmse: 48168.8
[I 2025-05-21 06:19:43,459] Trial 3 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  16%|█▌        | 4/25 [06:45<21:45, 62.18s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  16%|█▌        | 4/25 [07:03<21:45, 62.18s/it]

[100]   valid_0's rmse: 50664.8
[I 2025-05-21 06:20:01,104] Trial 4 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  20%|██        | 5/25 [07:03<15:22, 46.12s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 46779
[200]   valid_0's rmse: 39954
[300]   valid_0's rmse: 39393.5
[400]   valid_0's rmse: 39019.3
[500]   valid_0's rmse: 38754.5
[600]   valid_0's rmse: 38611.1
[700]   valid_0's rmse: 38468.1
[800]   valid_0's rmse: 38331.5
[900]   valid_0's rmse: 38217.9
[1000]  valid_0's rmse: 38107.8
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 38107.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 45969.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 40471.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 40000.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 39683.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 39472.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 39346.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 39177.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 39116.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 39034.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 38937.5
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 38937.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 57939.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 51638

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 50640.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 49994.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 49444.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 49069.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 48742.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 48512.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 48333.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 48205.7
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 48205.7

Best trial: 0. Best value: 41204.3:  20%|██        | 5/25 [12:44<15:22, 46.12s/it]

📉 Trial 5 | CV RMSE: 41,750.35
[I 2025-05-21 06:25:41,920] Trial 5 finished with value: 41750.34968844729 and parameters: {'learning_rate': 0.031050034671392383, 'num_leaves': 180, 'max_depth': 10, 'min_child_samples': 26, 'subsample': 0.8519732948009487, 'colsample_bytree': 0.7457454713540842, 'reg_alpha': 3.444561895683996, 'reg_lambda': 1.0530887955789128, 'min_split_gain': 0.16435650675011576}. Best is trial 0 with value: 41204.31262134961.

Best trial: 0. Best value: 41204.3:  24%|██▍       | 6/25 [12:44<46:19, 146.31s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43599.3

Best trial: 0. Best value: 41204.3:  24%|██▍       | 6/25 [13:04<46:19, 146.31s/it]

[200]   valid_0's rmse: 40976
[I 2025-05-21 06:26:02,495] Trial 6 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  28%|██▊       | 7/25 [13:05<31:33, 105.21s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  28%|██▊       | 7/25 [13:19<31:33, 105.21s/it]

[100]   valid_0's rmse: 50843.4
[I 2025-05-21 06:26:17,304] Trial 7 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  32%|███▏      | 8/25 [13:19<21:39, 76.43s/it] 

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  32%|███▏      | 8/25 [13:34<21:39, 76.43s/it]

[100]   valid_0's rmse: 47492.1
[I 2025-05-21 06:26:32,564] Trial 8 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  36%|███▌      | 9/25 [13:35<15:16, 57.31s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43310.9
[200]   valid_0's rmse: 39854.5
[300]   valid_0's rmse: 39305.5
[400]   valid_0's rmse: 39008.9
[500]   valid_0's rmse: 38790.1
[600]   valid_0's rmse: 38664.2
[700]   valid_0's rmse: 38542.3
[800]   valid_0's rmse: 38515

Best trial: 0. Best value: 41204.3:  40%|████      | 10/25 [14:54<15:59, 63.99s/it]

[I 2025-05-21 06:27:51,610] Trial 9 pruned. Trial was pruned at iteration 800.
Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 44308.7

Best trial: 0. Best value: 41204.3:  40%|████      | 10/25 [15:23<15:59, 63.99s/it]

[200]   valid_0's rmse: 39949.1
[I 2025-05-21 06:28:20,946] Trial 10 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  44%|████▍     | 11/25 [15:23<12:27, 53.42s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 45718.3

Best trial: 0. Best value: 41204.3:  44%|████▍     | 11/25 [15:49<12:27, 53.42s/it]

[200]   valid_0's rmse: 40118.6
[I 2025-05-21 06:28:46,851] Trial 11 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  48%|████▊     | 12/25 [15:49<09:45, 45.04s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  48%|████▊     | 12/25 [16:06<09:45, 45.04s/it]

[100]   valid_0's rmse: 46641.4
[I 2025-05-21 06:29:04,528] Trial 12 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  52%|█████▏    | 13/25 [16:07<07:21, 36.79s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43968.1

Best trial: 0. Best value: 41204.3:  56%|█████▌    | 14/25 [16:30<06:00, 32.75s/it]

[200]   valid_0's rmse: 40089.5
[I 2025-05-21 06:29:28,135] Trial 13 pruned. Trial was pruned at iteration 200.
Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  56%|█████▌    | 14/25 [16:48<06:00, 32.75s/it]

[100]   valid_0's rmse: 48958.6
[I 2025-05-21 06:29:45,722] Trial 14 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  60%|██████    | 15/25 [16:48<04:42, 28.21s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 46592.7

Best trial: 0. Best value: 41204.3:  60%|██████    | 15/25 [17:15<04:42, 28.21s/it]

[200]   valid_0's rmse: 40556.1
[I 2025-05-21 06:30:13,366] Trial 15 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  64%|██████▍   | 16/25 [17:15<04:12, 28.04s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  64%|██████▍   | 16/25 [17:32<04:12, 28.04s/it]

[100]   valid_0's rmse: 52892.7
[I 2025-05-21 06:30:30,192] Trial 16 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  68%|██████▊   | 17/25 [17:32<03:17, 24.66s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 44889.2

Best trial: 0. Best value: 41204.3:  68%|██████▊   | 17/25 [17:56<03:17, 24.66s/it]

[200]   valid_0's rmse: 40527.4
[I 2025-05-21 06:30:54,158] Trial 17 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  72%|███████▏  | 18/25 [17:56<02:51, 24.48s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 45418.4

Best trial: 0. Best value: 41204.3:  72%|███████▏  | 18/25 [18:22<02:51, 24.48s/it]

[200]   valid_0's rmse: 40308
[I 2025-05-21 06:31:19,807] Trial 18 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  76%|███████▌  | 19/25 [18:22<02:28, 24.80s/it]

Training until validation scores don't improve for 100 rounds

Best trial: 0. Best value: 41204.3:  76%|███████▌  | 19/25 [18:37<02:28, 24.80s/it]

[100]   valid_0's rmse: 49693.8
[I 2025-05-21 06:31:34,962] Trial 19 pruned. Trial was pruned at iteration 100.

Best trial: 0. Best value: 41204.3:  80%|████████  | 20/25 [18:37<01:49, 21.91s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 46319.1

Best trial: 0. Best value: 41204.3:  80%|████████  | 20/25 [19:04<01:49, 21.91s/it]

[200]   valid_0's rmse: 40395.6
[I 2025-05-21 06:32:01,720] Trial 20 pruned. Trial was pruned at iteration 200.

Best trial: 0. Best value: 41204.3:  84%|████████▍ | 21/25 [19:04<01:33, 23.36s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43192.9
[200]   valid_0's rmse: 39786
[300]   valid_0's rmse: 39210.6
[400]   valid_0's rmse: 38782.7
[500]   valid_0's rmse: 38613.4
[600]   valid_0's rmse: 38489.6
[700]   valid_0's rmse: 38404.4
[800]   valid_0's rmse: 38309.5
[900]   valid_0's rmse: 38228
[1000]  valid_0's rmse: 38130.1
Did not meet early stopping. Best iteration is:
[999]   valid_0's rmse: 38128.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 42647.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 39991.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 39612.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 39301.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 39086.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 38961.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 38848.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 38759.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 38683.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 38616.4
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 38616.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 54960.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 51292.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 50309.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 49821.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 49437.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 49113.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 48916.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 48766.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 48677.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 48606
Did not meet early stopping. Best iteration is:
[994]   valid_0's rmse: 48596.9

Best trial: 0. Best value: 41204.3:  88%|████████▊ | 22/25 [25:35<06:41, 133.91s/it]

📉 Trial 21 | CV RMSE: 41,780.70
[I 2025-05-21 06:38:33,532] Trial 21 finished with value: 41780.69537889775 and parameters: {'learning_rate': 0.03936596074205405, 'num_leaves': 200, 'max_depth': 11, 'min_child_samples': 27, 'subsample': 0.6740600552468192, 'colsample_bytree': 0.7469353665132124, 'reg_alpha': 1.6497734351015796, 'reg_lambda': 1.2008202347841108, 'min_split_gain': 0.1852351138395164}. Best is trial 0 with value: 41204.31262134961.
Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43465.6
[200]   valid_0's rmse: 39654.8
[300]   valid_0's rmse: 39097.3
[400]   valid_0's rmse: 38807.9
[500]   valid_0's rmse: 38543.8
[600]   valid_0's rmse: 38426.8
[700]   valid_0's rmse: 38290.3
[800]   valid_0's rmse: 38189.5
[900]   valid_0's rmse: 38076.6
[1000]  valid_0's rmse: 37994.8
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 37994.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 42924.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 40042.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 39640.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 39413.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 39215.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 39056.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 38953.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 38866.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 38776.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 38720.7
Did not meet early stopping. Best iteration is:
[999]   valid_0's rmse: 38718.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 54696.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 51251.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 50441.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 49867.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 49299.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 49004.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 48739.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 48604.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 48530.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 48434.7
Did not meet early stopping. Best iteration is:
[980]   valid_0's rmse: 48418.5

Best trial: 0. Best value: 41204.3:  88%|████████▊ | 22/25 [31:55<06:41, 133.91s/it]

📉 Trial 22 | CV RMSE: 41,710.74
[I 2025-05-21 06:44:53,582] Trial 22 finished with value: 41710.74337886497 and parameters: {'learning_rate': 0.03794571053612395, 'num_leaves': 211, 'max_depth': 11, 'min_child_samples': 27, 'subsample': 0.698911598076823, 'colsample_bytree': 0.7356004187004775, 'reg_alpha': 1.4034349123008893, 'reg_lambda': 1.3402359339427115, 'min_split_gain': 0.178602440913176}. Best is trial 0 with value: 41204.31262134961.

Best trial: 0. Best value: 41204.3:  92%|█████████▏| 23/25 [31:56<06:55, 207.78s/it]

Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 43823.4
[200]   valid_0's rmse: 39886
[300]   valid_0's rmse: 39263.3
[400]   valid_0's rmse: 38957.9
[500]   valid_0's rmse: 38774.3
[600]   valid_0's rmse: 38555.8
[700]   valid_0's rmse: 38435
[800]   valid_0's rmse: 38305.7
[900]   valid_0's rmse: 38158
[1000]  valid_0's rmse: 38068.8
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 38068.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 43284.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 40279.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 39836.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 39662.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 39451.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 39295.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 39198.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 39104.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 39062.5

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 39027.5
Did not meet early stopping. Best iteration is:
[998]   valid_0's rmse: 39025.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 55541.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 51840.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 50935.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 50399.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 49911.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 49537.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 49239.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 49114.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 48968.2

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 48879.2
Did not meet early stopping. Best iteration is:
[991]   valid_0's rmse: 48875.1

Best trial: 0. Best value: 41204.3:  96%|█████████▌| 24/25 [38:50<04:29, 269.91s/it]

📉 Trial 23 | CV RMSE: 41,989.67
[I 2025-05-21 06:51:48,442] Trial 23 finished with value: 41989.67380768543 and parameters: {'learning_rate': 0.03758933717860998, 'num_leaves': 212, 'max_depth': 10, 'min_child_samples': 28, 'subsample': 0.7022070452273712, 'colsample_bytree': 0.7356001603162485, 'reg_alpha': 1.329282705386652, 'reg_lambda': 1.350620425637288, 'min_split_gain': 0.16641477085509726}. Best is trial 0 with value: 41204.31262134961.
Training until validation scores don't improve for 100 rounds
[100]   valid_0's rmse: 44218.6
[200]   valid_0's rmse: 39570.6
[300]   valid_0's rmse: 39145.5
[400]   valid_0's rmse: 38907.8
[500]   valid_0's rmse: 38645.8
[600]   valid_0's rmse: 38493.6
[700]   valid_0's rmse: 38375.9
[800]   valid_0's rmse: 38274.8
[900]   valid_0's rmse: 38194.4
[1000]  valid_0's rmse: 38106.6
Did not meet early stopping. Best iteration is:
[985]   valid_0's rmse: 38099.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 43593

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 39806.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 39408

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 39200.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 39019.7

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 38880.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 38809.9

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 38691.8

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 38615.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 38526.4
Did not meet early stopping. Best iteration is:
[1000]  valid_0's rmse: 38526.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(

Training until validation scores don't improve for 100 rounds

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   valid_0's rmse: 55410.3

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   valid_0's rmse: 50517.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(

[300]   valid_0's rmse: 49689

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   valid_0's rmse: 49166

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   valid_0's rmse: 48654.1

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   valid_0's rmse: 48229.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   valid_0's rmse: 47986.6

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   valid_0's rmse: 47760.4

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   valid_0's rmse: 47578

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[1000]  valid_0's rmse: 47482.3
Did not meet early stopping. Best iteration is:
[999]   valid_0's rmse: 47480

Best trial: 0. Best value: 41204.3: 100%|██████████| 25/25 [46:27<00:00, 111.49s/it]

📉 Trial 24 | CV RMSE: 41,368.74
[I 2025-05-21 06:59:24,844] Trial 24 finished with value: 41368.737424700535 and parameters: {'learning_rate': 0.03523781685901837, 'num_leaves': 220, 'max_depth': 11, 'min_child_samples': 26, 'subsample': 0.8403536627344244, 'colsample_bytree': 0.7141580570208755, 'reg_alpha': 2.045336154849232, 'reg_lambda': 1.0784119087472819, 'min_split_gain': 0.17069174630549644}. Best is trial 0 with value: 41204.31262134961.

✅ Best RMSE: 41204.31262134961
✅ Best Parameters: {'learning_rate': 0.039730220495763816, 'num_leaves': 210, 'max_depth': 11, 'min_child_samples': 18, 'subsample': 0.8602930077632327, 'colsample_bytree': 0.6962834149319597, 'reg_alpha': 4.731216779813845, 'reg_lambda': 1.7984216897061351, 'min_split_gain': 0.24840445491683466}
📁 Saved: oof_preds_lgbm.npy
[100]   training's l2: 1.4004e+09
[200]   training's l2: 8.47778e+08
[100]   training's l2: 1.34942e+09
[200]   training's l2: 8.13923e+08
[100]   training's l2: 1.18705e+09
[200]   training's l2: 7.70703e+08
✅ Final Union Feature Count: 60
[100]   train's l2: 1.29808e+09
[200]   train's l2: 8.24013e+08
[300]   train's l2: 6.53762e+08
[400]   train's l2: 5.48705e+08
[500]   train's l2: 4.75295e+08
[600]   train's l2: 4.1779e+08
[700]   train's l2: 3.76047e+08
[800]   train's l2: 3.38444e+08
[900]   train's l2: 3.08479e+08
[1000]  train's l2: 2.84088e+08
📁 Saved: test_preds_lgbm_shap.npy
📤 Submission saved: submission_lgbm_shap.csv

import numpy as np
import pandas as pd
import optuna
from xgboost import XGBRegressor
from sklearn.model_selection import KFold
from sklearn.metrics import root_mean_squared_error
from optuna.integration import XGBoostPruningCallback
from shap import TreeExplainer

# === STEP 0: Prepare Data ===
X_full = train_merged.copy()
y_full = pd.Series(y_train)
X_test = test_merged.copy()

bin_cols = [
    'building_value_growth_bin',
    'assessed_growth_bin',
    'land_value_growth_bin','year_built_bin'
]

for col in bin_cols:
    X_full[col] = X_full[col].cat.codes
    X_test[col] = X_test[col].cat.codes

categorical_cols = X_full.select_dtypes(include='object').columns.tolist()
X_full[categorical_cols] = X_full[categorical_cols].astype('category')
X_test[categorical_cols] = X_test[categorical_cols].astype('category')

# === Global OOF Tracker ===
global_oof_preds = np.zeros(len(X_full))
best_score = float("inf")

# === STEP 1: Optuna Objective Function (No SHAP during tuning) ===
def objective(trial):
    global global_oof_preds, best_score

    params = {
        "objective": "reg:squarederror",
        "eval_metric": "rmse",
        "tree_method": "hist",
        "learning_rate": trial.suggest_float("learning_rate", 0.047, 0.05, log=True),
        "max_depth": 6,
        "min_child_weight": trial.suggest_int("min_child_weight", 11, 12),
        "subsample": trial.suggest_float("subsample", 0.87, 0.89),
        "colsample_bytree": trial.suggest_float("colsample_bytree", 0.7, 0.74),
        "reg_alpha": trial.suggest_float("reg_alpha", 0.30, 0.56, log=True),
        "reg_lambda": trial.suggest_float("reg_lambda", 0.05, 0.11, log=True),
        "gamma": trial.suggest_float("gamma", 1.1, 4.3),
        "n_estimators": 1000,
        "n_jobs": -1,
        "enable_categorical": True,
    }

    kf = KFold(n_splits=3, shuffle=True, random_state=42)
    oof_preds = np.zeros(len(X_full))
    fold_rmse = []

    for fold, (train_idx, val_idx) in enumerate(kf.split(X_full)):
        X_train, y_train_fold = X_full.iloc[train_idx], y_full.iloc[train_idx]
        X_val, y_val = X_full.iloc[val_idx], y_full.iloc[val_idx]

        model = XGBRegressor(
            **params,
            early_stopping_rounds=100,
            callbacks=[XGBoostPruningCallback(trial, "validation_0-rmse"),
                       ]
        )
        model.fit(X_train, y_train_fold, eval_set=[(X_val, y_val)], verbose=100)

        val_pred = model.predict(X_val)
        oof_preds[val_idx] = val_pred
        fold_rmse.append(root_mean_squared_error(y_val, val_pred))

    mean_rmse = np.mean(fold_rmse)
    trial.set_user_attr("cv_rmse", mean_rmse)

    if mean_rmse < best_score:
        best_score = mean_rmse
        global_oof_preds[:] = oof_preds

    print(f" Trial {trial.number} | CV RMSE: {mean_rmse:,.2f}")
    return mean_rmse

# === STEP 2: Run Optuna ===
study = optuna.create_study(
    direction='minimize',
    study_name='xgbreg_optuna_final_no_shap',
    pruner=optuna.pruners.SuccessiveHalvingPruner(min_resource=100, reduction_factor=2)
)
study.optimize(objective, n_trials=25, show_progress_bar=True)

print(" Best RMSE:", study.best_value)
print(" Best Parameters:", study.best_params)
np.save("oof_preds_xgbreg.npy", global_oof_preds)
print(" Saved: oof_preds_xgbreg.npy")

# === STEP 3: Post-Optuna SHAP + Gain Feature Selection ===
kf = KFold(n_splits=3, shuffle=True, random_state=42)
selected_feature_sets = []

for fold, (train_idx, val_idx) in enumerate(kf.split(X_full)):
    X_train_raw, y_train_fold = X_full.iloc[train_idx], y_full.iloc[train_idx]

    model_temp = XGBRegressor(**study.best_params, n_estimators=200)
    model_temp.fit(X_train_raw, y_train_fold)

    # === SHAP Importance ===
    explainer = TreeExplainer(model_temp)
    shap_values = explainer.shap_values(X_train_raw)
    shap_df = pd.DataFrame(np.abs(shap_values), columns=X_train_raw.columns)
    shap_importance = shap_df.mean().sort_values(ascending=False)
    shap_cumsum = shap_importance.cumsum() / shap_importance.sum()
    top_shap = shap_cumsum[shap_cumsum <= 0.95].index.tolist()

    # === Gain Importance ===
    gain_importance = pd.Series(model_temp.feature_importances_, index=X_train_raw.columns)
    gain_sorted = gain_importance.sort_values(ascending=False)
    gain_cumsum = gain_sorted.cumsum() / gain_sorted.sum()
    top_gain = gain_cumsum[gain_cumsum <= 0.95].index.tolist()

    selected_features = list(set(top_shap).union(set(top_gain)))
    selected_feature_sets.append(selected_features)

# === STEP 4: Final Feature Union ===
final_union_features = list(set().union(*selected_feature_sets))
print(" Final Union Feature Count:", len(final_union_features))

# === STEP 5: Train Final Model with Early Stopping on Union Features ===
X_full_selected = X_full[final_union_features]
X_test_selected = X_test[final_union_features]

final_model = XGBRegressor(**study.best_params)
final_model.set_params(n_estimators=1000, verbosity=1, early_stopping_rounds=100)
final_model.fit(X_full_selected, y_full, eval_set=[(X_full_selected, y_full)], verbose=100)

# === STEP 6: Predict on Test Set ===
test_preds = final_model.predict(X_test_selected)
np.save("test_preds_xgbreg.npy", test_preds)
print(" Saved: test_preds_xgbreg.npy")

# === STEP 7: Create Submission File ===
account_ids = acct_test.values.ravel()  # Replace with actual ID column
submission = pd.DataFrame({
    'ACCOUNT': account_ids,
    'TARGET': test_preds
})
submission.to_csv("submission_xgbreg.csv", index=False)
print(" Submission saved: submission_xgbreg.csv")

[I 2025-05-21 08:49:11,193] A new study created in memory with name: xgbreg_optuna_final_no_shap
  0%|          | 0/25 [00:00<?, ?it/s]

[0] validation_0-rmse:298008.09165
[100]   validation_0-rmse:43291.66107
[200]   validation_0-rmse:41955.74571
[300]   validation_0-rmse:41342.78856
[400]   validation_0-rmse:40694.30373
[500]   validation_0-rmse:40257.10117
[600]   validation_0-rmse:39941.51384
[700]   validation_0-rmse:39659.15918
[800]   validation_0-rmse:39490.57387
[900]   validation_0-rmse:39309.40731
[999]   validation_0-rmse:39178.99984
[0] validation_0-rmse:301343.55001

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:43633.89491

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:42121.58462

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:41172.17645

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40406.67757

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39897.28876

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39393.62353

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(

[700]   validation_0-rmse:39012.23096

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38743.93992

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38482.59508

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38318.32360

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306099.73562

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(

[100]   validation_0-rmse:50000.96847

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:48882.94213

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48277.67689

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:47772.75817

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47194.99235

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:46630.32761

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46375.34017

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:46072.81374

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:45828.59745

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:45678.48864

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 0. Best value: 41058.6:   4%|▍         | 1/25 [09:30<3:48:12, 570.53s/it]

 Trial 0 | CV RMSE: 41,058.60
[I 2025-05-21 08:58:41,716] Trial 0 finished with value: 41058.604166666664 and parameters: {'learning_rate': 0.04869675093251221, 'min_child_weight': 11, 'subsample': 0.8857951150868569, 'colsample_bytree': 0.7374817458794671, 'reg_alpha': 0.3152961170624885, 'reg_lambda': 0.06301071787244443, 'gamma': 1.4782920262535209}. Best is trial 0 with value: 41058.604166666664.
[0] validation_0-rmse:298388.82953
[100]   validation_0-rmse:43632.89920

Best trial: 0. Best value: 41058.6:   8%|▊         | 2/25 [09:55<1:35:46, 249.83s/it]

[I 2025-05-21 08:59:07,064] Trial 1 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298439.19875

Best trial: 0. Best value: 41058.6:  12%|█▏        | 3/25 [10:20<53:58, 147.21s/it]  

[I 2025-05-21 08:59:32,160] Trial 2 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298195.27940
[100]   validation_0-rmse:43860.08307

Best trial: 0. Best value: 41058.6:  16%|█▌        | 4/25 [10:45<34:36, 98.87s/it] 

[I 2025-05-21 08:59:56,916] Trial 3 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:297656.79112
[100]   validation_0-rmse:43657.46969

Best trial: 0. Best value: 41058.6:  20%|██        | 5/25 [11:11<24:11, 72.57s/it]

[I 2025-05-21 09:00:22,843] Trial 4 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298299.96979

Best trial: 0. Best value: 41058.6:  24%|██▍       | 6/25 [11:36<17:51, 56.41s/it]

[I 2025-05-21 09:00:47,902] Trial 5 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298418.05635
[100]   validation_0-rmse:43613.99989
[200]   validation_0-rmse:42129.13212

Best trial: 0. Best value: 41058.6:  28%|██▊       | 7/25 [12:19<15:36, 52.04s/it]

[I 2025-05-21 09:01:30,950] Trial 6 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298475.38298
[100]   validation_0-rmse:43325.46059
[200]   validation_0-rmse:41877.19686
[300]   validation_0-rmse:41134.46557
[400]   validation_0-rmse:40644.02103
[500]   validation_0-rmse:40183.99235
[600]   validation_0-rmse:39859.09795
[700]   validation_0-rmse:39625.19067
[800]   validation_0-rmse:39413.51210
[900]   validation_0-rmse:39247.20538
[999]   validation_0-rmse:39095.49060
[0] validation_0-rmse:301796.32780

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:44104.29825

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:42123.79447

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:41206.93334

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40423.92597

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39872.75975

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39426.94347

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(

[700]   validation_0-rmse:39052.35720

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38808.22977

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38574.15905

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38352.44667

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306540.65998

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(

[100]   validation_0-rmse:49761.06708

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(

[200]   validation_0-rmse:48584.13069

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48074.08250

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:47615.65540

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47038.38206

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:46567.64522

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46224.88176

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:45919.10568

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:45671.61614

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:45499.46488

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 7. Best value: 40980.9:  32%|███▏      | 8/25 [22:17<1:03:57, 225.72s/it]

 Trial 7 | CV RMSE: 40,980.93
[I 2025-05-21 09:11:28,541] Trial 7 finished with value: 40980.930989583336 and parameters: {'learning_rate': 0.04720857261312059, 'min_child_weight': 11, 'subsample': 0.8886675210033114, 'colsample_bytree': 0.7269521202249652, 'reg_alpha': 0.3033016426842381, 'reg_lambda': 0.07450056363162388, 'gamma': 1.9947747256925998}. Best is trial 7 with value: 40980.930989583336.
[0] validation_0-rmse:298350.46133
[100]   validation_0-rmse:43734.82880

Best trial: 7. Best value: 40980.9:  36%|███▌      | 9/25 [22:41<43:24, 162.77s/it]  

[I 2025-05-21 09:11:52,885] Trial 8 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298417.92154

Best trial: 7. Best value: 40980.9:  40%|████      | 10/25 [23:07<30:07, 120.48s/it]

[I 2025-05-21 09:12:18,672] Trial 9 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:298165.92951
[100]   validation_0-rmse:43408.56298

Best trial: 7. Best value: 40980.9:  44%|████▍     | 11/25 [23:52<22:42, 97.31s/it] 

[I 2025-05-21 09:13:03,442] Trial 10 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298017.23390
[100]   validation_0-rmse:43436.16303

Best trial: 7. Best value: 40980.9:  48%|████▊     | 12/25 [24:35<17:29, 80.72s/it]

[I 2025-05-21 09:13:46,215] Trial 11 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298124.76390
[100]   validation_0-rmse:43215.33082
[200]   validation_0-rmse:41942.40371
[300]   validation_0-rmse:41204.32419
[400]   validation_0-rmse:40681.36497

Best trial: 7. Best value: 40980.9:  52%|█████▏    | 13/25 [25:55<16:06, 80.52s/it]

[I 2025-05-21 09:15:06,291] Trial 12 pruned. Trial was pruned at iteration 400.
[0] validation_0-rmse:297953.68628
[100]   validation_0-rmse:43326.60915

Best trial: 7. Best value: 40980.9:  56%|█████▌    | 14/25 [26:37<12:39, 69.03s/it]

[I 2025-05-21 09:15:48,749] Trial 13 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298189.77001
[100]   validation_0-rmse:43220.71401
[200]   validation_0-rmse:41951.24734
[300]   validation_0-rmse:41192.58903
[400]   validation_0-rmse:40637.10472
[500]   validation_0-rmse:40121.78753
[600]   validation_0-rmse:39782.28487
[700]   validation_0-rmse:39508.38039
[800]   validation_0-rmse:39305.76908
[900]   validation_0-rmse:39141.08464
[999]   validation_0-rmse:38996.65355
[0] validation_0-rmse:301525.73128

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:43520.85700

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(

[200]   validation_0-rmse:41756.03744

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:40804.85231

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40125.41177

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39587.52759

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39148.86749

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:38865.82938

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38590.82301

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38346.66845

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38166.58734

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306291.79949

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:50113.06954

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(

[200]   validation_0-rmse:48855.12295

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48460.83678

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:48125.79375

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47667.79681

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:47242.73868

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46885.53296

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(

[800]   validation_0-rmse:46665.99360

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:46488.15741

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:46293.14752

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 7. Best value: 40980.9:  60%|██████    | 15/25 [35:56<36:06, 216.68s/it]

 Trial 14 | CV RMSE: 41,152.13
[I 2025-05-21 09:25:07,615] Trial 14 finished with value: 41152.127604166664 and parameters: {'learning_rate': 0.04809801404702377, 'min_child_weight': 11, 'subsample': 0.8827518292391843, 'colsample_bytree': 0.7219966846776295, 'reg_alpha': 0.34761835495727206, 'reg_lambda': 0.08116693084448152, 'gamma': 2.2251467315358364}. Best is trial 7 with value: 40980.930989583336.
[0] validation_0-rmse:297838.22286
[100]   validation_0-rmse:43053.25935
[200]   validation_0-rmse:41909.97448
[300]   validation_0-rmse:41324.32506

Best trial: 7. Best value: 40980.9:  64%|██████▍   | 16/25 [37:16<26:18, 175.41s/it]

[I 2025-05-21 09:26:27,203] Trial 15 pruned. Trial was pruned at iteration 400.
[0] validation_0-rmse:298243.25997
[100]   validation_0-rmse:43157.96836
[200]   validation_0-rmse:41736.58304
[300]   validation_0-rmse:40990.70294
[400]   validation_0-rmse:40487.62251
[500]   validation_0-rmse:40064.07732
[600]   validation_0-rmse:39682.52840
[700]   validation_0-rmse:39403.37084
[800]   validation_0-rmse:39232.24348
[900]   validation_0-rmse:39085.63289
[999]   validation_0-rmse:38933.86272
[0] validation_0-rmse:301579.35377

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:43930.66712

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:42220.89088

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:41165.25430

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40416.73355

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39858.82492

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39370.68034

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:39011.28266

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38749.79879

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38540.12210

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38345.32415

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306329.19988

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:50038.53526

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:48900.47724

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48621.77605

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:48039.57604

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47538.66067

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(

[600]   validation_0-rmse:47102.69284

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46827.45648

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:46541.02322

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(

[900]   validation_0-rmse:46275.20764

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:46108.16210

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 7. Best value: 40980.9:  68%|██████▊   | 17/25 [46:56<39:37, 297.23s/it]

 Trial 16 | CV RMSE: 41,129.12
[I 2025-05-21 09:36:07,718] Trial 16 finished with value: 41129.115885416664 and parameters: {'learning_rate': 0.04791773402057432, 'min_child_weight': 11, 'subsample': 0.8831280659402007, 'colsample_bytree': 0.7326036611500717, 'reg_alpha': 0.3314633519862176, 'reg_lambda': 0.07924203984629284, 'gamma': 2.234305686215955}. Best is trial 7 with value: 40980.930989583336.
[0] validation_0-rmse:298034.03555
[100]   validation_0-rmse:43102.85154
[200]   validation_0-rmse:41904.06535
[300]   validation_0-rmse:41098.14690
[400]   validation_0-rmse:40521.89540
[500]   validation_0-rmse:40107.88188
[600]   validation_0-rmse:39869.08631
[700]   validation_0-rmse:39611.40133
[800]   validation_0-rmse:39389.95421

Best trial: 7. Best value: 40980.9:  72%|███████▏  | 18/25 [49:38<29:56, 256.70s/it]

[I 2025-05-21 09:38:50,083] Trial 17 pruned. Trial was pruned at iteration 800.
[0] validation_0-rmse:298494.84382

Best trial: 7. Best value: 40980.9:  76%|███████▌  | 19/25 [50:03<18:41, 186.97s/it]

[I 2025-05-21 09:39:14,620] Trial 18 pruned. Trial was pruned at iteration 100.
[0] validation_0-rmse:297904.69490
[100]   validation_0-rmse:43110.03401
[200]   validation_0-rmse:41777.64879
[300]   validation_0-rmse:41150.28459
[400]   validation_0-rmse:40622.58295
[500]   validation_0-rmse:40137.38302
[600]   validation_0-rmse:39872.00910
[700]   validation_0-rmse:39606.86207

Best trial: 7. Best value: 40980.9:  80%|████████  | 20/25 [52:38<14:47, 177.41s/it]

[I 2025-05-21 09:41:49,733] Trial 19 pruned. Trial was pruned at iteration 800.
[0] validation_0-rmse:297756.60063
[100]   validation_0-rmse:43401.72496

Best trial: 7. Best value: 40980.9:  84%|████████▍ | 21/25 [53:23<09:10, 137.50s/it]

[I 2025-05-21 09:42:34,198] Trial 20 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298258.82744
[100]   validation_0-rmse:43135.97314
[200]   validation_0-rmse:41899.69652
[300]   validation_0-rmse:41136.82774
[400]   validation_0-rmse:40655.96349

Best trial: 7. Best value: 40980.9:  88%|████████▊ | 22/25 [54:42<06:00, 120.11s/it]

[I 2025-05-21 09:43:53,748] Trial 21 pruned. Trial was pruned at iteration 400.
[0] validation_0-rmse:298231.78725
[100]   validation_0-rmse:43163.01262
[200]   validation_0-rmse:41780.89193
[300]   validation_0-rmse:40993.59481
[400]   validation_0-rmse:40410.82802
[500]   validation_0-rmse:39975.92285
[600]   validation_0-rmse:39667.51813
[700]   validation_0-rmse:39430.66891
[800]   validation_0-rmse:39239.04460
[900]   validation_0-rmse:39098.28936
[999]   validation_0-rmse:38956.33639
[0] validation_0-rmse:301567.50508

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:44145.80393

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:42170.60777

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:41167.11120

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40414.05901

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39866.97169

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39396.59127

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:39098.02530

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38866.49053

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38629.84523

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38418.65690

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306317.64758

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:50342.56307

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:49190.82811

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48721.98557

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:48172.84712

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47610.18921

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:47196.09894

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46939.99339

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(

[800]   validation_0-rmse:46703.33968

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:46465.66973

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:46288.54979

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 7. Best value: 40980.9:  92%|█████████▏| 23/25 [1:04:13<08:30, 255.28s/it]

 Trial 22 | CV RMSE: 41,221.12
[I 2025-05-21 09:53:24,296] Trial 22 finished with value: 41221.122395833336 and parameters: {'learning_rate': 0.04795844764338198, 'min_child_weight': 11, 'subsample': 0.8843044148774571, 'colsample_bytree': 0.7321968578539245, 'reg_alpha': 0.3419528694410741, 'reg_lambda': 0.07810443878106536, 'gamma': 2.45588745781989}. Best is trial 7 with value: 40980.930989583336.
[0] validation_0-rmse:298103.99696
[100]   validation_0-rmse:43244.57292
[200]   validation_0-rmse:42065.85709

Best trial: 7. Best value: 40980.9:  96%|█████████▌| 24/25 [1:04:55<03:11, 191.53s/it]

[I 2025-05-21 09:54:07,110] Trial 23 pruned. Trial was pruned at iteration 200.
[0] validation_0-rmse:298290.09849
[100]   validation_0-rmse:43226.69084
[200]   validation_0-rmse:41752.71323
[300]   validation_0-rmse:41085.52337
[400]   validation_0-rmse:40469.25339
[500]   validation_0-rmse:40023.69821
[600]   validation_0-rmse:39751.47708
[700]   validation_0-rmse:39490.67199
[800]   validation_0-rmse:39294.72189
[900]   validation_0-rmse:39112.44497
[999]   validation_0-rmse:38960.93966
[0] validation_0-rmse:301625.81619

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(

[100]   validation_0-rmse:43861.84812

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:42223.12222

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(

[300]   validation_0-rmse:41249.17322

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(

[400]   validation_0-rmse:40417.83394

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(

[500]   validation_0-rmse:39888.76973

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(

[600]   validation_0-rmse:39460.26270

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(

[700]   validation_0-rmse:39100.90504

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(

[800]   validation_0-rmse:38837.66781

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:38603.68688

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(

[999]   validation_0-rmse:38400.95640

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(

[0] validation_0-rmse:306375.08520

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 0 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 1 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 2 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 3 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 4 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 5 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 6 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 7 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 8 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 9 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 10 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 11 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 12 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 13 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 14 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 15 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 16 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 17 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 18 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 19 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 20 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 21 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 22 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 23 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 24 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 25 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 26 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 27 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 28 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 29 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 30 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 31 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 32 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 33 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 34 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 35 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 36 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 37 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 38 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 39 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 40 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 41 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 42 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 43 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 44 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 45 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 46 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 47 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 48 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 49 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 50 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 51 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 52 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 53 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 54 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 55 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 56 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 57 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 58 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 59 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 60 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 61 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 62 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 63 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 64 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 65 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 66 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 67 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 68 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 69 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 70 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 71 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 72 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 73 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 74 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 75 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 76 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 77 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 78 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 79 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 80 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 81 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 82 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 83 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 84 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 85 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 86 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 87 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 88 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 89 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 90 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 91 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 92 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 93 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 94 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 95 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 96 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 97 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 98 is already reported.
  warnings.warn(

[100]   validation_0-rmse:50063.32655

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 99 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 100 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 101 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 102 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 103 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 104 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 105 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 106 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 107 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 108 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 109 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 110 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 111 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 112 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 113 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 114 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 115 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 116 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 117 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 118 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 119 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 120 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 121 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 122 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 123 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 124 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 125 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 126 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 127 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 128 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 129 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 130 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 131 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 132 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 133 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 134 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 135 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 136 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 137 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 138 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 139 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 140 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 141 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 142 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 143 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 144 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 145 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 146 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 147 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 148 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 149 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 150 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 151 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 152 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 153 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 154 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 155 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 156 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 157 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 158 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 159 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 160 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 161 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 162 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 163 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 164 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 165 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 166 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 167 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 168 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 169 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 170 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 171 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 172 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 173 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 174 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 175 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 176 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 177 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 178 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 179 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 180 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 181 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 182 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 183 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 184 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 185 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 186 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 187 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 188 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 189 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 190 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 191 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 192 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 193 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 194 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 195 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 196 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 197 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 198 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 199 is already reported.
  warnings.warn(

[200]   validation_0-rmse:48963.97715

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 200 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 201 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 202 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 203 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 204 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 205 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 206 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 207 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 208 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 209 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 210 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 211 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 212 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 213 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 214 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 215 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 216 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 217 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 218 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 219 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 220 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 221 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 222 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 223 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 224 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 225 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 226 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 227 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 228 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 229 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 230 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 231 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 232 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 233 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 234 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 235 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 236 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 237 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 238 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 239 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 240 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 241 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 242 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 243 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 244 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 245 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 246 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 247 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 248 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 249 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 250 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 251 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 252 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 253 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 254 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 255 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 256 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 257 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 258 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 259 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 260 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 261 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 262 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 263 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 264 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 265 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 266 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 267 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 268 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 269 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 270 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 271 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 272 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 273 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 274 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 275 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 276 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 277 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 278 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 279 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 280 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 281 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 282 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 283 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 284 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 285 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 286 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 287 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 288 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 289 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 290 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 291 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 292 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 293 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 294 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 295 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 296 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 297 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 298 is already reported.
  warnings.warn(

[300]   validation_0-rmse:48397.59245

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 299 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 300 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 301 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 302 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 303 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 304 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 305 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 306 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 307 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 308 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 309 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 310 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 311 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 312 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 313 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 314 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 315 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 316 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 317 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 318 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 319 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 320 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 321 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 322 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 323 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 324 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 325 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 326 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 327 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 328 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 329 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 330 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 331 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 332 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 333 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 334 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 335 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 336 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 337 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 338 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 339 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 340 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 341 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 342 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 343 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 344 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 345 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 346 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 347 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 348 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 349 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 350 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 351 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 352 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 353 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 354 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 355 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 356 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 357 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 358 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 359 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 360 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 361 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 362 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 363 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 364 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 365 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 366 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 367 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 368 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 369 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 370 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 371 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 372 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 373 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 374 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 375 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 376 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 377 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 378 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 379 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 380 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 381 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 382 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 383 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 384 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 385 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 386 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 387 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 388 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 389 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 390 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 391 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 392 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 393 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 394 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 395 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 396 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 397 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 398 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 399 is already reported.
  warnings.warn(

[400]   validation_0-rmse:47928.17547

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 400 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 401 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 402 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 403 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 404 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 405 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 406 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 407 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 408 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 409 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 410 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 411 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 412 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 413 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 414 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 415 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 416 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 417 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 418 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 419 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 420 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 421 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 422 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 423 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 424 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 425 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 426 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 427 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 428 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 429 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 430 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 431 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 432 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 433 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 434 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 435 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 436 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 437 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 438 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 439 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 440 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 441 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 442 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 443 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 444 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 445 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 446 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 447 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 448 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 449 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 450 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 451 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 452 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 453 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 454 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 455 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 456 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 457 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 458 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 459 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 460 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 461 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 462 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 463 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 464 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 465 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 466 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 467 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 468 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 469 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 470 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 471 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 472 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 473 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 474 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 475 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 476 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 477 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 478 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 479 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 480 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 481 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 482 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 483 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 484 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 485 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 486 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 487 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 488 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 489 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 490 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 491 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 492 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 493 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 494 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 495 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 496 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 497 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 498 is already reported.
  warnings.warn(

[500]   validation_0-rmse:47470.69584

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 499 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 500 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 501 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 502 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 503 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 504 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 505 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 506 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 507 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 508 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 509 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 510 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 511 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 512 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 513 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 514 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 515 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 516 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 517 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 518 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 519 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 520 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 521 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 522 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 523 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 524 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 525 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 526 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 527 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 528 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 529 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 530 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 531 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 532 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 533 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 534 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 535 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 536 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 537 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 538 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 539 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 540 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 541 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 542 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 543 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 544 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 545 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 546 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 547 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 548 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 549 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 550 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 551 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 552 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 553 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 554 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 555 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 556 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 557 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 558 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 559 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 560 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 561 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 562 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 563 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 564 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 565 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 566 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 567 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 568 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 569 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 570 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 571 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 572 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 573 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 574 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 575 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 576 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 577 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 578 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 579 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 580 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 581 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 582 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 583 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 584 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 585 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 586 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 587 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 588 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 589 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 590 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 591 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 592 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 593 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 594 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 595 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 596 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 597 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 598 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 599 is already reported.
  warnings.warn(

[600]   validation_0-rmse:46994.83782

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 600 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 601 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 602 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 603 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 604 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 605 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 606 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 607 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 608 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 609 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 610 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 611 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 612 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 613 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 614 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 615 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 616 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 617 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 618 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 619 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 620 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 621 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 622 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 623 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 624 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 625 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 626 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 627 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 628 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 629 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 630 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 631 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 632 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 633 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 634 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 635 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 636 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 637 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 638 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 639 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 640 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 641 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 642 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 643 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 644 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 645 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 646 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 647 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 648 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 649 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 650 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 651 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 652 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 653 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 654 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 655 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 656 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 657 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 658 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 659 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 660 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 661 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 662 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 663 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 664 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 665 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 666 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 667 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 668 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 669 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 670 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 671 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 672 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 673 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 674 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 675 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 676 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 677 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 678 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 679 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 680 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 681 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 682 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 683 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 684 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 685 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 686 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 687 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 688 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 689 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 690 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 691 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 692 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 693 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 694 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 695 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 696 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 697 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 698 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 699 is already reported.
  warnings.warn(

[700]   validation_0-rmse:46723.80273

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 700 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 701 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 702 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 703 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 704 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 705 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 706 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 707 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 708 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 709 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 710 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 711 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 712 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 713 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 714 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 715 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 716 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 717 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 718 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 719 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 720 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 721 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 722 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 723 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 724 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 725 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 726 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 727 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 728 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 729 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 730 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 731 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 732 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 733 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 734 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 735 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 736 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 737 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 738 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 739 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 740 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 741 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 742 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 743 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 744 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 745 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 746 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 747 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 748 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 749 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 750 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 751 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 752 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 753 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 754 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 755 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 756 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 757 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 758 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 759 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 760 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 761 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 762 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 763 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 764 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 765 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 766 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 767 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 768 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 769 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 770 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 771 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 772 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 773 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 774 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 775 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 776 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 777 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 778 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 779 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 780 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 781 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 782 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 783 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 784 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 785 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 786 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 787 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 788 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 789 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 790 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 791 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 792 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 793 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 794 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 795 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 796 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 797 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 798 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 799 is already reported.
  warnings.warn(

[800]   validation_0-rmse:46477.73816

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 800 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 801 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 802 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 803 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 804 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 805 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 806 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 807 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 808 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 809 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 810 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 811 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 812 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 813 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 814 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 815 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 816 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 817 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 818 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 819 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 820 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 821 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 822 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 823 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 824 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 825 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 826 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 827 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 828 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 829 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 830 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 831 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 832 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 833 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 834 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 835 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 836 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 837 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 838 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 839 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 840 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 841 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 842 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 843 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 844 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 845 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 846 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 847 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 848 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 849 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 850 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 851 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 852 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 853 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 854 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 855 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 856 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 857 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 858 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 859 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 860 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 861 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 862 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 863 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 864 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 865 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 866 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 867 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 868 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 869 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 870 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 871 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 872 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 873 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 874 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 875 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 876 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 877 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 878 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 879 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 880 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 881 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 882 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 883 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 884 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 885 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 886 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 887 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 888 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 889 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 890 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 891 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 892 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 893 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 894 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 895 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 896 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 897 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 898 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 899 is already reported.
  warnings.warn(

[900]   validation_0-rmse:46197.97602

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 900 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 901 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 902 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 903 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 904 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 905 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 906 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 907 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 908 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 909 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 910 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 911 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 912 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 913 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 914 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 915 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 916 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 917 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 918 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 919 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 920 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 921 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 922 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 923 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 924 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 925 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 926 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 927 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 928 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 929 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 930 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 931 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 932 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 933 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 934 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 935 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 936 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 937 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 938 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 939 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 940 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 941 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 942 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 943 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 944 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 945 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 946 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 947 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 948 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 949 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 950 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 951 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 952 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 953 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 954 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 955 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 956 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 957 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 958 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 959 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 960 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 961 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 962 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 963 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 964 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 965 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 966 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 967 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 968 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 969 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 970 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 971 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 972 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 973 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 974 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 975 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 976 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 977 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 978 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 979 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 980 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 981 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 982 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 983 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 984 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 985 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 986 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 987 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 988 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 989 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 990 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 991 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 992 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 993 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 994 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 995 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 996 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 997 is already reported.
  warnings.warn(
/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 998 is already reported.
  warnings.warn(

[999]   validation_0-rmse:46006.11736

/Users/Srijith97/Library/Python/3.9/lib/python/site-packages/optuna/trial/_trial.py:497: UserWarning: The reported value is ignored because this `step` 999 is already reported.
  warnings.warn(
Best trial: 7. Best value: 40980.9: 100%|██████████| 25/25 [1:14:33<00:00, 178.95s/it]

 Trial 24 | CV RMSE: 41,122.67
[I 2025-05-21 10:03:44,905] Trial 24 finished with value: 41122.671875 and parameters: {'learning_rate': 0.04775969184158978, 'min_child_weight': 11, 'subsample': 0.8864709507691806, 'colsample_bytree': 0.7287450806475548, 'reg_alpha': 0.3330835373597742, 'reg_lambda': 0.06730794122465343, 'gamma': 2.119827910421352}. Best is trial 7 with value: 40980.930989583336.
 Best RMSE: 40980.930989583336
 Best Parameters: {'learning_rate': 0.04720857261312059, 'min_child_weight': 11, 'subsample': 0.8886675210033114, 'colsample_bytree': 0.7269521202249652, 'reg_alpha': 0.3033016426842381, 'reg_lambda': 0.07450056363162388, 'gamma': 1.9947747256925998}
 Saved: oof_preds_xgbreg.npy

 Final Union Feature Count: 112
[0] validation_0-rmse:302184.48445
[100]   validation_0-rmse:38617.83791
[200]   validation_0-rmse:34073.80065
[300]   validation_0-rmse:31526.93363
[400]   validation_0-rmse:29586.13995
[500]   validation_0-rmse:28104.49179
[600]   validation_0-rmse:26872.00274
[700]   validation_0-rmse:25883.70149
[800]   validation_0-rmse:24981.54000
[900]   validation_0-rmse:24182.99681
[999]   validation_0-rmse:23498.29818
 Saved: test_preds_xgbreg.npy
 Submission saved: submission_xgbreg.csv

import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt

# === Compute Residuals ===
residuals = y_full - global_oof_preds
res_df = X_full.copy()
res_df["actual"] = y_full
res_df["predicted"] = global_oof_preds
res_df["residual"] = residuals

# === Protest Count (2015–2018) ===
protest_cols = [f"protested_{year}" for year in range(2015, 2019)]
if all(col in res_df.columns for col in protest_cols):
    res_df["protest_count"] = res_df[protest_cols].sum(axis=1)

# === Plot 1: Residuals vs Actual Value ===
plt.figure(figsize=(8, 6))
sns.scatterplot(data=res_df, x="actual", y="residual", alpha=0.3)
plt.axhline(0, color="red", linestyle="--")
plt.title("Residuals vs. Actual Value")
plt.xlabel("Actual Value")
plt.ylabel("Residual (Actual - Predicted)")
plt.tight_layout()
plt.savefig("residuals_vs_actual_value.png", dpi=300)
plt.close()

# === Plot 2: Residuals by Protest Count ===
if "protest_count" in res_df.columns:
    plt.figure(figsize=(8, 6))
    sns.boxplot(x="protest_count", y="residual", data=res_df)
    plt.axhline(0, color="red", linestyle="--")
    plt.title("Residuals by Protest Count (2015–2018)")
    plt.xlabel("Number of Years Protested")
    plt.ylabel("Residual")
    plt.tight_layout()
    plt.savefig("residuals_by_protest_count.png", dpi=300)
    plt.close()

# === Plot 3: Residuals vs. Neighborhood Frequency ===
if "neighborhood_freq" in res_df.columns:
    plt.figure(figsize=(8, 6))
    sns.scatterplot(x="neighborhood_freq", y="residual", data=res_df, alpha=0.3)
    plt.axhline(0, color="red", linestyle="--")
    plt.title("Residuals vs. Neighborhood Frequency")
    plt.xlabel("Neighborhood Frequency")
    plt.ylabel("Residual")
    plt.tight_layout()
    plt.savefig("residuals_vs_neighborhood_freq.png", dpi=300)
    plt.close()

import numpy as np
import pandas as pd
import shap
import matplotlib.pyplot as plt

# === SHAP Setup ===
explainer = shap.TreeExplainer(final_model)
shap_values = explainer.shap_values(X_full_selected)

# === SHAP DataFrame ===
shap_df = pd.DataFrame(np.abs(shap_values), columns=X_full_selected.columns)
shap_means = shap_df.mean().sort_values(ascending=False)
shap_importance_df = shap_means.reset_index()
shap_importance_df.columns = ["feature", "mean_shap"]

# === SHAP Summary Plot: Top 30 ===
plt.figure()
shap.summary_plot(shap_values, X_full_selected, max_display=30, show=False)
plt.tight_layout()
plt.savefig("shap_summary_top30_union.png", dpi=300)
plt.close()

# === SHAP Summary Plot: Bottom 30 ===
bottom_features = shap_importance_df.tail(30)["feature"].tolist()
shap.summary_plot(
    shap_values[:, [X_full_selected.columns.get_loc(f) for f in bottom_features]],
    X_full_selected[bottom_features],
    show=False
)
plt.tight_layout()
plt.savefig("shap_summary_bottom30_union.png", dpi=300)
plt.close()

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[57], line 36
     32 plt.close()
     34 # === Gain Importance ===
     35 gain_importance = pd.Series(
---> 36     final_model.feature_importance(importance_type='gain'),
     37     index=X_full_selected.columns
     38 ).sort_values(ascending=False)
     40 # === Gain Bar Plot: Top 30 ===
     41 plt.figure(figsize=(10, 8))

AttributeError: 'XGBRegressor' object has no attribute 'feature_importance'